Scalability >20k images

- removed previews
Update
2026-11-07 17:06:52 -10:00 · 2021-06-07 10:58:30 -07:00 · 2021-05-18 15:10:20 -07:00 · 2021-05-13 15:00:49 -07:00 · 2021-05-12 13:43:53 -07:00 · 2021-05-11 16:20:09 -07:00
69 changed files with 649708 additions and 298 deletions
@@ -104,7 +104,7 @@ venv.bak/
 .mypy_cache/

 #screenshot data
-*.png
+images/*.png
 *.jpg
 *.tar

@@ -113,3 +113,16 @@ venv.bak/
 *.model
 *.csv
 *.txt
+results.html
+!requirements.txt
+!requirements-gpu.txt
+!tests/models/*
+!tests/data/*
+!docs/*
+logs/*
+
+images.7z
+images.tar.xz
+images.zip
+images/
+images_full_size/
@@ -0,0 +1 @@
+{"format": "layers-model", "generatedBy": "keras v2.2.4-tf", "convertedBy": "TensorFlow.js Converter v3.1.0", "modelTopology": {"keras_version": "2.2.4-tf", "backend": "tensorflow", "model_config": {"class_name": "Sequential", "config": {"name": "sequential", "layers": [{"class_name": "Model", "config": {"name": "mobilenet_1.00_224", "layers": [{"name": "input_1", "class_name": "InputLayer", "config": {"batch_input_shape": [null, 224, 224, 3], "dtype": "float32", "sparse": false, "ragged": false, "name": "input_1"}, "inbound_nodes": []}, {"name": "conv1_pad", "class_name": "ZeroPadding2D", "config": {"name": "conv1_pad", "trainable": true, "dtype": "float32", "padding": [[0, 1], [0, 1]], "data_format": "channels_last"}, "inbound_nodes": [[["input_1", 0, 0, {}]]]}, {"name": "conv1", "class_name": "Conv2D", "config": {"name": "conv1", "trainable": true, "dtype": "float32", "filters": 32, "kernel_size": [3, 3], "strides": [2, 2], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null, "dtype": "float32"}}, "bias_initializer": {"class_name": "Zeros", "config": {"dtype": "float32"}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["conv1_pad", 0, 0, {}]]]}, {"name": "conv1_bn", "class_name": "BatchNormalization", "config": {"name": "conv1_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {"dtype": "float32"}}, "gamma_initializer": {"class_name": "Ones", "config": {"dtype": "float32"}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {"dtype": "float32"}}, "moving_variance_initializer": {"class_name": "Ones", "config": {"dtype": "float32"}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv1", 0, 0, {}]]]}, {"name": "conv1_relu", "class_name": "ReLU", "config": {"name": "conv1_relu", "trainable": true, "dtype": "float32", "max_value": 6.0, "negative_slope": 0.0, "threshold": 0.0}, "inbound_nodes": [[["conv1_bn", 0, 0, {}]]]}, {"name": "conv_dw_1", "class_name": "DepthwiseConv2D", "config": {"name": "conv_dw_1", "trainable": true, "dtype": "float32", "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "bias_initializer": {"class_name": "Zeros", "config": {"dtype": "float32"}}, "bias_regularizer": null, "activity_regularizer": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null, "dtype": "float32"}}, "depthwise_regularizer": null, "depthwise_constraint": null}, "inbound_nodes": [[["conv1_relu", 0, 0, {}]]]}, {"name": "conv_dw_1_bn", "class_name": "BatchNormalization", "config": {"name": "conv_dw_1_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {"dtype": "float32"}}, "gamma_initializer": {"class_name": "Ones", "config": {"dtype": "float32"}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {"dtype": "float32"}}, "moving_variance_initializer": {"class_name": "Ones", "config": {"dtype": "float32"}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv_dw_1", 0, 0, {}]]]}, {"name": "conv_dw_1_relu", "class_name": "ReLU", "config": {"name": "conv_dw_1_relu", "trainable": true, "dtype": "float32", "max_value": 6.0, "negative_slope": 0.0, "threshold": 0.0}, "inbound_nodes": [[["conv_dw_1_bn", 0, 0, {}]]]}, {"name": "conv_pw_1", "class_name": "Conv2D", "config": {"name": "conv_pw_1", "trainable": true, "dtype": "float32", "filters": 64, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null, "dtype": "float32"}}, "bias_initializer": {"class_name": "Zeros", "config": {"dtype": "float32"}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["conv_dw_1_relu", 0, 0, {}]]]}, {"name": "conv_pw_1_bn", "class_name": "BatchNormalization", "config": {"name": "conv_pw_1_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {"dtype": "float32"}}, "gamma_initializer": {"class_name": "Ones", "config": {"dtype": "float32"}}, "moving_mean_initializer": {"class_Line truncated
@@ -1,276 +0,0 @@
-#!/usr/bin/python3
-
-import argparse
-import os
-import random
-import time
-
-import matplotlib.pyplot as plt
-import numpy as np
-import pandas as pd
-
-from keras import regularizers
-from keras.applications import MobileNet
-from keras.applications.mobilenet import preprocess_input
-from keras.callbacks import ModelCheckpoint
-from keras.layers import Dropout, Dense
-from keras.layers import GlobalAveragePooling2D
-from keras.models import Model
-from keras.optimizers import Adam
-from keras.preprocessing import image
-from keras.preprocessing.image import ImageDataGenerator
-from sklearn.metrics import precision_score, recall_score
-
-# Parse the arguments
-parser = argparse.ArgumentParser(description='Give those screenshots of yours a quick eyeballing')
-parser.add_argument("mode", help="Mode of operation. One of \"train\", \"predict\", or \"evaluate\".")
-parser.add_argument("--weights", help="Weights file for input/output")
-parser.add_argument("--batchsize", help="Batch size", default=32, type=int)
-parser.add_argument("--epochs", help="Number of epochs", default=20, type=int)
-parser.add_argument("--screenshot", help="File to predict")
-parser.add_argument("--summary", help="Print model summary at start", action='store_true')
-parser.add_argument("--graphs", help="Save accuracy and loss graphs to file", action='store_true')
-parser.add_argument("--seed", help="RNG seed for data shuffling and transformations", default=0, type=int)
-
-args = parser.parse_args()
-
-
-class EyeballModel:
-    checkpoint_file = "weights-snapshot.h5"
-    image_dir = "images_224x224/"
-    image_width, image_height = 224, 224
-    input_shape = (image_width, image_height, 3)
-
-    def __init__(self, print_summary=False, weights_file="weights.h5", seed=0):
-        # Build the model
-        base_model = MobileNet(weights='imagenet', include_top=False, input_shape=self.input_shape)
-        x = base_model.output
-        x = GlobalAveragePooling2D()(x)
-        x = Dense(256, activation="relu", name="HiddenLayer1")(x)
-        x = Dropout(0.5)(x)
-        x = Dense(128, activation="relu", name="HiddenLayer2", kernel_regularizer=regularizers.l2(0.01))(x)
-        x = Dropout(0.2)(x)
-        output_layer = Dense(3, activation="sigmoid", name="OutputLayer")(x)
-        self.model = Model(inputs=base_model.input, outputs=output_layer)
-
-        # for layer in base_model.layers:
-        #    layer.trainable = False
-
-        adam = Adam(lr=0.0005)
-        self.model.compile(optimizer=adam, loss="binary_crossentropy", metrics=["accuracy"])
-
-        if print_summary:
-            print(self.model.summary())
-
-        # Pull out our labels for use in generators later
-        data = pd.read_csv("labels.csv")
-        self.training_labels = data.loc[data['evaluation'] == False]
-        self.evaluation_labels = data.loc[data['evaluation'] == True]
-
-        # Shuffle the training labels
-        self.seed = seed
-        print("Using seed: " + str(seed))
-        random.seed(self.seed)
-        self.training_labels = self.training_labels.sample(frac=1)
-
-        if weights_file is not None and os.path.isfile(weights_file):
-            self.model.load_weights(weights_file)
-            print("Loaded model from file.")
-        else:
-            print("No model loaded from file")
-
-    # Training
-    def train(self, epochs=20, batch_size=32, print_graphs=False):
-        print("Training with seed: " + str(self.seed))
-
-        # Data augmentation
-        data_generator = ImageDataGenerator(
-            preprocessing_function=preprocess_input,
-            shear_range=0.0,
-            zoom_range=0.2,
-            samplewise_center=True,
-            validation_split=0.2,
-            horizontal_flip=False)
-
-        training_generator = data_generator.flow_from_dataframe(
-            self.training_labels,
-            directory=self.image_dir,
-            x_col="filename",
-            y_col=["custom404", "login", "homepage"],
-            target_size=(self.image_width, self.image_height),
-            batch_size=batch_size,
-            subset='training',
-            shuffle=True,
-            seed=self.seed,
-            class_mode="other")
-        validation_generator = data_generator.flow_from_dataframe(
-            self.training_labels,
-            directory=self.image_dir,
-            x_col="filename",
-            y_col=["custom404", "login", "homepage"],
-            target_size=(self.image_width, self.image_height),
-            batch_size=batch_size,
-            subset='validation',
-            shuffle=False,
-            seed=self.seed,
-            class_mode="other")
-
-        # Model checkpoint - Saves model weights when validation accuracy improves
-        callbacks = [ModelCheckpoint(self.checkpoint_file, monitor='val_loss', verbose=1, save_best_only=True,
-                                     save_weights_only=True, mode='min')]
-
-        history = self.model.fit_generator(
-            training_generator,
-            steps_per_epoch=len(training_generator.filenames) // batch_size,
-            epochs=epochs,
-            validation_data=validation_generator,
-            validation_steps=len(validation_generator.filenames) // batch_size,
-            callbacks=callbacks,
-            verbose=1)
-
-        if print_graphs:
-            # Plot training & validation accuracy values
-            plt.plot(history.history['acc'])
-            plt.plot(history.history['val_acc'])
-            plt.title('Model accuracy')
-            plt.ylabel('Accuracy')
-            plt.xlabel('Epoch')
-            plt.legend(['Train', 'Validation'], loc='upper left')
-            plt.savefig("accuracy.png")
-            plt.clf()
-            plt.cla()
-            plt.close()
-
-            # Plot training & validation loss values
-            plt.plot(history.history['loss'])
-            plt.plot(history.history['val_loss'])
-            plt.title('Model loss')
-            plt.ylabel('Loss')
-            plt.xlabel('Epoch')
-            plt.legend(['Train', 'Validation'], loc='upper left')
-            plt.savefig("loss.png")
-
-    # Single predict on a file
-    def predict(self, filename):
-        # Load the image into memory
-        img = image.load_img(filename, target_size=(self.image_width, self.image_height))
-        img = image.img_to_array(img)
-        img = np.expand_dims(img, axis=0)
-        img = preprocess_input(img)
-
-        time_start = time.time()
-        prediction = self.model.predict(img, batch_size=1)
-        time_end = time.time()
-        print("Predictions:")
-        print("\tCustom 404: " + str(round(prediction[0][0] * 100, 2)) + "%")
-        print("\tLogin Page: " + str(round(prediction[0][1] * 100, 2)) + "%")
-        print("\tHome Page: " + str(round(prediction[0][2] * 100, 2)) + "%")
-        print("Prediction Took (seconds): ", time_end - time_start)
-
-    # Evaluate performance against the persistent evaluation data set
-    def evaluate(self, threshold=0.5):
-        # Prepare the data
-        data_generator = ImageDataGenerator(
-            preprocessing_function=preprocess_input)
-        evaluation_generator = data_generator.flow_from_dataframe(
-            self.evaluation_labels,
-            directory=self.image_dir,
-            x_col="filename",
-            y_col=["custom404", "login", "homepage"],
-            target_size=(self.image_width, self.image_height),
-            shuffle=False,
-            batch_size=1,
-            class_mode="other")
-        # If a seed was selected, then also evaluate on the validation set for that seed
-        if args.seed > 0:
-            print("Using validation set...")
-            # Data augmentation
-            data_generator = ImageDataGenerator(
-                preprocessing_function=preprocess_input,
-                shear_range=0.0,
-                zoom_range=0.2,
-                samplewise_center=True,
-                validation_split=0.2,
-                horizontal_flip=False)
-            evaluation_generator = data_generator.flow_from_dataframe(
-                self.training_labels,
-                directory=self.image_dir,
-                x_col="filename",
-                y_col=["custom404", "login", "homepage"],
-                target_size=(self.image_width, self.image_height),
-                batch_size=1,
-                subset='validation',
-                shuffle=False,
-                seed=self.seed,
-                class_mode="other")
-        else:
-            print("Using evaluation set...")
-
-        predictions = self.model.predict_generator(evaluation_generator, verbose=1, steps=len(evaluation_generator))
-        predictions = predictions > threshold
-
-        all_or_nothing_success = 0
-
-        correct_per_category_counts = [0, 0, 0]
-        total_correct_count = 0
-
-        labels = evaluation_generator.data.tolist()
-
-        # Zip them together, so we can evaluate easier
-        for row in zip(labels, predictions.tolist()):
-            # All or nothing count
-            if row[0] == row[1]:
-                all_or_nothing_success += 1
-
-            # Per-category count
-            for i in range(len(row[0])):
-                if row[0][i] == row[1][i]:
-                    correct_per_category_counts[i] += 1
-                    total_correct_count += 1
-
-        custom404_labels = np.reshape(np.array(labels)[:, 0:1], len(labels)).tolist()
-        custom404_predicitons = np.reshape(np.array(predictions)[:, 0:1], len(predictions)).tolist()
-
-        login_labels = np.reshape(np.array(labels)[:, 1:2], len(labels)).tolist()
-        login_predicitons = np.reshape(np.array(predictions)[:, 1:2], len(predictions)).tolist()
-
-        homepage_labels = np.reshape(np.array(labels)[:, 2:3], len(labels)).tolist()
-        homepage_predicitons = np.reshape(np.array(predictions)[:, 2:3], len(predictions)).tolist()
-
-        custom404_precision = precision_score(custom404_labels, custom404_predicitons)
-        custom404_recall = recall_score(custom404_labels, custom404_predicitons)
-        print("Custom404 Precision Score: " + str(round(custom404_precision * 100, 2)) + "%")
-        print("Custom404 Recall Score: " + str(round(custom404_recall * 100, 2)) + "%")
-
-        login_precision = precision_score(login_labels, login_predicitons)
-        login_recall = recall_score(login_labels, login_predicitons)
-        print("Login Precision Score: " + str(round(login_precision * 100, 2)) + "%")
-        print("Login Recall Score: " + str(round(login_recall * 100, 2)) + "%")
-
-        homepage_precision = precision_score(homepage_labels, homepage_predicitons)
-        homepage_recall = recall_score(homepage_labels, homepage_predicitons)
-        print("Homepage Precision Score: " + str(round(homepage_precision * 100, 2)) + "%")
-        print("Homepage Recall Score: " + str(round(homepage_recall * 100, 2)) + "%")
-
-        print("Overall Binary Accuracy: " + str(
-            round((total_correct_count * 100) / (len(evaluation_generator) * 3), 2)) + "%")
-        print("All or nothing accuracy: " + str(
-            round((all_or_nothing_success / len(evaluation_generator)) * 100, 2)) + "%")
-
-
-seed = args.seed
-if args.seed == 0:
-    seed = random.randint(0, 999999)
-
-model = EyeballModel(weights_file=args.weights, print_summary=args.summary, seed=seed)
-if args.mode == "train":
-    model.train(print_graphs=args.graphs, batch_size=args.batchsize, epochs=args.epochs)
-elif args.mode == "predict":
-    if args.screenshot is None:
-        print("Error: Use the --screenshot flag to specify what file you want to predict on")
-    else:
-        model.predict(args.screenshot)
-elif args.mode == "evaluate":
-    model.evaluate(threshold=0.5)
-else:
-    print("Error: " + args.mode + " is not a valid mode. Try one of \"train\", \"predict\", or \"evaluate\"")
@@ -0,0 +1,801 @@
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+<!DOCTYPE svg PUBLIC "-//W3C//DTD SVG 1.1//EN" "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd" >
+<svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1">
+<metadata>
+Created by FontForge 20201107 at Tue Mar 16 10:15:04 2021
+ By Robert Madole
+Copyright (c) Font Awesome
+</metadata>
+<!-- Font Awesome Free 5.15.3 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) --><defs>
+<font id="FontAwesome5Free-Regular" horiz-adv-x="512" >
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+module.exports = __webpack_require__(/*! /home/altf4/Code/eyeballer/webui/src/main.ts */"zUnb");
+
+
+/***/ }),
+
+/***/ 1:
+/*!****************************!*\
+  !*** node-fetch (ignored) ***!
+  \****************************/
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+
+/* (ignored) */
+
+/***/ }),
+
+/***/ 2:
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+  !*** util (ignored) ***!
+  \**********************/
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+
+/* (ignored) */
+
+/***/ }),
+
+/***/ 3:
+/*!************************!*\
+  !*** crypto (ignored) ***!
+  \************************/
+/*! no static exports found */
+/***/ (function(module, exports) {
+
+/* (ignored) */
+
+/***/ }),
+
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+/*!********************************!*\
+  !*** string_decoder (ignored) ***!
+  \********************************/
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+
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+/*!********************!*\
+  !*** fs (ignored) ***!
+  \********************/
+/*! no static exports found */
+/***/ (function(module, exports) {
+
+/* (ignored) */
+
+/***/ }),
+
+/***/ "6WZR":
+/*!***********************************!*\
+  !*** ./src/app/base-materials.ts ***!
+  \***********************************/
+/*! exports provided: BaseMaterialModule */
+/***/ (function(module, __webpack_exports__, __webpack_require__) {
+
+"use strict";
+__webpack_require__.r(__webpack_exports__);
+/* harmony export (binding) */ __webpack_require__.d(__webpack_exports__, "BaseMaterialModule", function() { return BaseMaterialModule; });
+/* harmony import */ var _angular_material_badge__WEBPACK_IMPORTED_MODULE_0__ = __webpack_require__(/*! @angular/material/badge */ "TU8p");
+/* harmony import */ var _angular_material_button__WEBPACK_IMPORTED_MODULE_1__ = __webpack_require__(/*! @angular/material/button */ "bTqV");
+/* harmony import */ var _angular_material_card__WEBPACK_IMPORTED_MODULE_2__ = __webpack_require__(/*! @angular/material/card */ "Wp6s");
+/* harmony import */ var _angular_material_checkbox__WEBPACK_IMPORTED_MODULE_3__ = __webpack_require__(/*! @angular/material/checkbox */ "bSwM");
+/* harmony import */ var _angular_material_core__WEBPACK_IMPORTED_MODULE_4__ = __webpack_require__(/*! @angular/material/core */ "FKr1");
+/* harmony import */ var _angular_material_dialog__WEBPACK_IMPORTED_MODULE_5__ = __webpack_require__(/*! @angular/material/dialog */ "0IaG");
+/* harmony import */ var _angular_material_divider__WEBPACK_IMPORTED_MODULE_6__ = __webpack_require__(/*! @angular/material/divider */ "f0Cb");
+/* harmony import */ var _angular_material_form_field__WEBPACK_IMPORTED_MODULE_7__ = __webpack_require__(/*! @angular/material/form-field */ "kmnG");
+/* harmony import */ var _angular_material_grid_list__WEBPACK_IMPORTED_MODULE_8__ = __webpack_require__(/*! @angular/material/grid-list */ "zkoq");
+/* harmony import */ var _angular_material_icon__WEBPACK_IMPORTED_MODULE_9__ = __webpack_require__(/*! @angular/material/icon */ "NFeN");
+/* harmony import */ var _angular_material_input__WEBPACK_IMPORTED_MODULE_10__ = __webpack_require__(/*! @angular/material/input */ "qFsG");
+/* harmony import */ var _angular_material_menu__WEBPACK_IMPORTED_MODULE_11__ = __webpack_require__(/*! @angular/material/menu */ "STbY");
+/* harmony import */ var _angular_material_progress_bar__WEBPACK_IMPORTED_MODULE_12__ = __webpack_require__(/*! @angular/material/progress-bar */ "bv9b");
+/* harmony import */ var _angular_material_progress_spinner__WEBPACK_IMPORTED_MODULE_13__ = __webpack_require__(/*! @angular/material/progress-spinner */ "Xa2L");
+/* harmony import */ var _angular_material_select__WEBPACK_IMPORTED_MODULE_14__ = __webpack_require__(/*! @angular/material/select */ "d3UM");
+/* harmony import */ var _angular_material_sidenav__WEBPACK_IMPORTED_MODULE_15__ = __webpack_require__(/*! @angular/material/sidenav */ "XhcP");
+/* harmony import */ var _angular_material_slide_toggle__WEBPACK_IMPORTED_MODULE_16__ = __webpack_require__(/*! @angular/material/slide-toggle */ "1jcm");
+/* harmony import */ var _angular_material_snack_bar__WEBPACK_IMPORTED_MODULE_17__ = __webpack_require__(/*! @angular/material/snack-bar */ "dNgK");
+/* harmony import */ var _angular_material_sort__WEBPACK_IMPORTED_MODULE_18__ = __webpack_require__(/*! @angular/material/sort */ "Dh3D");
+/* harmony import */ var _angular_material_table__WEBPACK_IMPORTED_MODULE_19__ = __webpack_require__(/*! @angular/material/table */ "+0xr");
+/* harmony import */ var _angular_material_tabs__WEBPACK_IMPORTED_MODULE_20__ = __webpack_require__(/*! @angular/material/tabs */ "wZkO");
+/* harmony import */ var _angular_material_toolbar__WEBPACK_IMPORTED_MODULE_21__ = __webpack_require__(/*! @angular/material/toolbar */ "/t3+");
+/* harmony import */ var _angular_material_tooltip__WEBPACK_IMPORTED_MODULE_22__ = __webpack_require__(/*! @angular/material/tooltip */ "Qu3c");
+/* harmony import */ var _angular_material_expansion__WEBPACK_IMPORTED_MODULE_23__ = __webpack_require__(/*! @angular/material/expansion */ "7EHt");
+/* harmony import */ var _angular_core__WEBPACK_IMPORTED_MODULE_24__ = __webpack_require__(/*! @angular/core */ "fXoL");
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+const modules = [
+    _angular_material_button__WEBPACK_IMPORTED_MODULE_1__["MatButtonModule"], _angular_material_checkbox__WEBPACK_IMPORTED_MODULE_3__["MatCheckboxModule"], _angular_material_core__WEBPACK_IMPORTED_MODULE_4__["MatOptionModule"], _angular_material_select__WEBPACK_IMPORTED_MODULE_14__["MatSelectModule"], _angular_material_menu__WEBPACK_IMPORTED_MODULE_11__["MatMenuModule"], _angular_material_tabs__WEBPACK_IMPORTED_MODULE_20__["MatTabsModule"],
+    _angular_material_form_field__WEBPACK_IMPORTED_MODULE_7__["MatFormFieldModule"], _angular_material_tooltip__WEBPACK_IMPORTED_MODULE_22__["MatTooltipModule"], _angular_material_toolbar__WEBPACK_IMPORTED_MODULE_21__["MatToolbarModule"], _angular_material_icon__WEBPACK_IMPORTED_MODULE_9__["MatIconModule"], _angular_material_progress_spinner__WEBPACK_IMPORTED_MODULE_13__["MatProgressSpinnerModule"],
+    _angular_material_dialog__WEBPACK_IMPORTED_MODULE_5__["MatDialogModule"], _angular_material_grid_list__WEBPACK_IMPORTED_MODULE_8__["MatGridListModule"], _angular_material_card__WEBPACK_IMPORTED_MODULE_2__["MatCardModule"], _angular_material_table__WEBPACK_IMPORTED_MODULE_19__["MatTableModule"], _angular_material_sort__WEBPACK_IMPORTED_MODULE_18__["MatSortModule"], _angular_material_input__WEBPACK_IMPORTED_MODULE_10__["MatInputModule"],
+    _angular_material_snack_bar__WEBPACK_IMPORTED_MODULE_17__["MatSnackBarModule"], _angular_material_slide_toggle__WEBPACK_IMPORTED_MODULE_16__["MatSlideToggleModule"], _angular_material_divider__WEBPACK_IMPORTED_MODULE_6__["MatDividerModule"], _angular_material_progress_bar__WEBPACK_IMPORTED_MODULE_12__["MatProgressBarModule"], _angular_material_badge__WEBPACK_IMPORTED_MODULE_0__["MatBadgeModule"],
+    _angular_material_sidenav__WEBPACK_IMPORTED_MODULE_15__["MatSidenavModule"], _angular_material_expansion__WEBPACK_IMPORTED_MODULE_23__["MatExpansionModule"]
+];
+class BaseMaterialModule {
+}
+BaseMaterialModule.ɵfac = function BaseMaterialModule_Factory(t) { return new (t || BaseMaterialModule)(); };
+BaseMaterialModule.ɵmod = _angular_core__WEBPACK_IMPORTED_MODULE_24__["ɵɵdefineNgModule"]({ type: BaseMaterialModule });
+BaseMaterialModule.ɵinj = _angular_core__WEBPACK_IMPORTED_MODULE_24__["ɵɵdefineInjector"]({ imports: [modules, _angular_material_button__WEBPACK_IMPORTED_MODULE_1__["MatButtonModule"], _angular_material_checkbox__WEBPACK_IMPORTED_MODULE_3__["MatCheckboxModule"], _angular_material_core__WEBPACK_IMPORTED_MODULE_4__["MatOptionModule"], _angular_material_select__WEBPACK_IMPORTED_MODULE_14__["MatSelectModule"], _angular_material_menu__WEBPACK_IMPORTED_MODULE_11__["MatMenuModule"], _angular_material_tabs__WEBPACK_IMPORTED_MODULE_20__["MatTabsModule"],
+        _angular_material_form_field__WEBPACK_IMPORTED_MODULE_7__["MatFormFieldModule"], _angular_material_tooltip__WEBPACK_IMPORTED_MODULE_22__["MatTooltipModule"], _angular_material_toolbar__WEBPACK_IMPORTED_MODULE_21__["MatToolbarModule"], _angular_material_icon__WEBPACK_IMPORTED_MODULE_9__["MatIconModule"], _angular_material_progress_spinner__WEBPACK_IMPORTED_MODULE_13__["MatProgressSpinnerModule"],
+        _angular_material_dialog__WEBPACK_IMPORTED_MODULE_5__["MatDialogModule"], _angular_material_grid_list__WEBPACK_IMPORTED_MODULE_8__["MatGridListModule"], _angular_material_card__WEBPACK_IMPORTED_MODULE_2__["MatCardModule"], _angular_material_table__WEBPACK_IMPORTED_MODULE_19__["MatTableModule"], _angular_material_sort__WEBPACK_IMPORTED_MODULE_18__["MatSortModule"], _angular_material_input__WEBPACK_IMPORTED_MODULE_10__["MatInputModule"],
+        _angular_material_snack_bar__WEBPACK_IMPORTED_MODULE_17__["MatSnackBarModule"], _angular_material_slide_toggle__WEBPACK_IMPORTED_MODULE_16__["MatSlideToggleModule"], _angular_material_divider__WEBPACK_IMPORTED_MODULE_6__["MatDividerModule"], _angular_material_progress_bar__WEBPACK_IMPORTED_MODULE_12__["MatProgressBarModule"], _angular_material_badge__WEBPACK_IMPORTED_MODULE_0__["MatBadgeModule"],
+        _angular_material_sidenav__WEBPACK_IMPORTED_MODULE_15__["MatSidenavModule"], _angular_material_expansion__WEBPACK_IMPORTED_MODULE_23__["MatExpansionModule"]] });
+(function () { (typeof ngJitMode === "undefined" || ngJitMode) && _angular_core__WEBPACK_IMPORTED_MODULE_24__["ɵɵsetNgModuleScope"](BaseMaterialModule, { imports: [_angular_material_button__WEBPACK_IMPORTED_MODULE_1__["MatButtonModule"], _angular_material_checkbox__WEBPACK_IMPORTED_MODULE_3__["MatCheckboxModule"], _angular_material_core__WEBPACK_IMPORTED_MODULE_4__["MatOptionModule"], _angular_material_select__WEBPACK_IMPORTED_MODULE_14__["MatSelectModule"], _angular_material_menu__WEBPACK_IMPORTED_MODULE_11__["MatMenuModule"], _angular_material_tabs__WEBPACK_IMPORTED_MODULE_20__["MatTabsModule"],
+        _angular_material_form_field__WEBPACK_IMPORTED_MODULE_7__["MatFormFieldModule"], _angular_material_tooltip__WEBPACK_IMPORTED_MODULE_22__["MatTooltipModule"], _angular_material_toolbar__WEBPACK_IMPORTED_MODULE_21__["MatToolbarModule"], _angular_material_icon__WEBPACK_IMPORTED_MODULE_9__["MatIconModule"], _angular_material_progress_spinner__WEBPACK_IMPORTED_MODULE_13__["MatProgressSpinnerModule"],
+        _angular_material_dialog__WEBPACK_IMPORTED_MODULE_5__["MatDialogModule"], _angular_material_grid_list__WEBPACK_IMPORTED_MODULE_8__["MatGridListModule"], _angular_material_card__WEBPACK_IMPORTED_MODULE_2__["MatCardModule"], _angular_material_table__WEBPACK_IMPORTED_MODULE_19__["MatTableModule"], _angular_material_sort__WEBPACK_IMPORTED_MODULE_18__["MatSortModule"], _angular_material_input__WEBPACK_IMPORTED_MODULE_10__["MatInputModule"],
+        _angular_material_snack_bar__WEBPACK_IMPORTED_MODULE_17__["MatSnackBarModule"], _angular_material_slide_toggle__WEBPACK_IMPORTED_MODULE_16__["MatSlideToggleModule"], _angular_material_divider__WEBPACK_IMPORTED_MODULE_6__["MatDividerModule"], _angular_material_progress_bar__WEBPACK_IMPORTED_MODULE_12__["MatProgressBarModule"], _angular_material_badge__WEBPACK_IMPORTED_MODULE_0__["MatBadgeModule"],
+        _angular_material_sidenav__WEBPACK_IMPORTED_MODULE_15__["MatSidenavModule"], _angular_material_expansion__WEBPACK_IMPORTED_MODULE_23__["MatExpansionModule"]], exports: [_angular_material_button__WEBPACK_IMPORTED_MODULE_1__["MatButtonModule"], _angular_material_checkbox__WEBPACK_IMPORTED_MODULE_3__["MatCheckboxModule"], _angular_material_core__WEBPACK_IMPORTED_MODULE_4__["MatOptionModule"], _angular_material_select__WEBPACK_IMPORTED_MODULE_14__["MatSelectModule"], _angular_material_menu__WEBPACK_IMPORTED_MODULE_11__["MatMenuModule"], _angular_material_tabs__WEBPACK_IMPORTED_MODULE_20__["MatTabsModule"],
+        _angular_material_form_field__WEBPACK_IMPORTED_MODULE_7__["MatFormFieldModule"], _angular_material_tooltip__WEBPACK_IMPORTED_MODULE_22__["MatTooltipModule"], _angular_material_toolbar__WEBPACK_IMPORTED_MODULE_21__["MatToolbarModule"], _angular_material_icon__WEBPACK_IMPORTED_MODULE_9__["MatIconModule"], _angular_material_progress_spinner__WEBPACK_IMPORTED_MODULE_13__["MatProgressSpinnerModule"],
+        _angular_material_dialog__WEBPACK_IMPORTED_MODULE_5__["MatDialogModule"], _angular_material_grid_list__WEBPACK_IMPORTED_MODULE_8__["MatGridListModule"], _angular_material_card__WEBPACK_IMPORTED_MODULE_2__["MatCardModule"], _angular_material_table__WEBPACK_IMPORTED_MODULE_19__["MatTableModule"], _angular_material_sort__WEBPACK_IMPORTED_MODULE_18__["MatSortModule"], _angular_material_input__WEBPACK_IMPORTED_MODULE_10__["MatInputModule"],
+        _angular_material_snack_bar__WEBPACK_IMPORTED_MODULE_17__["MatSnackBarModule"], _angular_material_slide_toggle__WEBPACK_IMPORTED_MODULE_16__["MatSlideToggleModule"], _angular_material_divider__WEBPACK_IMPORTED_MODULE_6__["MatDividerModule"], _angular_material_progress_bar__WEBPACK_IMPORTED_MODULE_12__["MatProgressBarModule"], _angular_material_badge__WEBPACK_IMPORTED_MODULE_0__["MatBadgeModule"],
+        _angular_material_sidenav__WEBPACK_IMPORTED_MODULE_15__["MatSidenavModule"], _angular_material_expansion__WEBPACK_IMPORTED_MODULE_23__["MatExpansionModule"]] }); })();
+
+
+/***/ }),
+
+/***/ "AytR":
+/*!*****************************************!*\
+  !*** ./src/environments/environment.ts ***!
+  \*****************************************/
+/*! exports provided: environment */
+/***/ (function(module, __webpack_exports__, __webpack_require__) {
+
+"use strict";
+__webpack_require__.r(__webpack_exports__);
+/* harmony export (binding) */ __webpack_require__.d(__webpack_exports__, "environment", function() { return environment; });
+// This file can be replaced during build by using the `fileReplacements` array.
+// `ng build --prod` replaces `environment.ts` with `environment.prod.ts`.
+// The list of file replacements can be found in `angular.json`.
+const environment = {
+    production: false
+};
+/*
+ * For easier debugging in development mode, you can import the following file
+ * to ignore zone related error stack frames such as `zone.run`, `zoneDelegate.invokeTask`.
+ *
+ * This import should be commented out in production mode because it will have a negative impact
+ * on performance if an error is thrown.
+ */
+// import 'zone.js/dist/zone-error';  // Included with Angular CLI.
+
+
+/***/ }),
+
+/***/ "Sy1n":
+/*!**********************************!*\
+  !*** ./src/app/app.component.ts ***!
+  \**********************************/
+/*! exports provided: AppComponent */
+/***/ (function(module, __webpack_exports__, __webpack_require__) {
+
+"use strict";
+__webpack_require__.r(__webpack_exports__);
+/* harmony export (binding) */ __webpack_require__.d(__webpack_exports__, "AppComponent", function() { return AppComponent; });
+/* harmony import */ var _angular_core__WEBPACK_IMPORTED_MODULE_0__ = __webpack_require__(/*! @angular/core */ "fXoL");
+/* harmony import */ var _angular_router__WEBPACK_IMPORTED_MODULE_1__ = __webpack_require__(/*! @angular/router */ "tyNb");
+
+
+class AppComponent {
+    constructor() {
+        this.title = 'weballer';
+    }
+}
+AppComponent.ɵfac = function AppComponent_Factory(t) { return new (t || AppComponent)(); };
+AppComponent.ɵcmp = _angular_core__WEBPACK_IMPORTED_MODULE_0__["ɵɵdefineComponent"]({ type: AppComponent, selectors: [["app-root"]], decls: 2, vars: 0, template: function AppComponent_Template(rf, ctx) { if (rf & 1) {
+        _angular_core__WEBPACK_IMPORTED_MODULE_0__["ɵɵelementStart"](0, "router-outlet");
+        _angular_core__WEBPACK_IMPORTED_MODULE_0__["ɵɵelement"](1, "router-outlet");
+        _angular_core__WEBPACK_IMPORTED_MODULE_0__["ɵɵelementEnd"]();
+    } }, directives: [_angular_router__WEBPACK_IMPORTED_MODULE_1__["RouterOutlet"]], styles: ["\n/*# sourceMappingURL=data:application/json;base64,eyJ2ZXJzaW9uIjozLCJzb3VyY2VzIjpbXSwibmFtZXMiOltdLCJtYXBwaW5ncyI6IiIsImZpbGUiOiJhcHAuY29tcG9uZW50LnNjc3MifQ== */"] });
+
+
+/***/ }),
+
+/***/ "ZAI4":
+/*!*******************************!*\
+  !*** ./src/app/app.module.ts ***!
+  \*******************************/
+/*! exports provided: AppModule */
+/***/ (function(module, __webpack_exports__, __webpack_require__) {
+
+"use strict";
+__webpack_require__.r(__webpack_exports__);
+/* harmony export (binding) */ __webpack_require__.d(__webpack_exports__, "AppModule", function() { return AppModule; });
+/* harmony import */ var _angular_platform_browser__WEBPACK_IMPORTED_MODULE_0__ = __webpack_require__(/*! @angular/platform-browser */ "jhN1");
+/* harmony import */ var _angular_flex_layout__WEBPACK_IMPORTED_MODULE_1__ = __webpack_require__(/*! @angular/flex-layout */ "YUcS");
+/* harmony import */ var _angular_platform_browser_animations__WEBPACK_IMPORTED_MODULE_2__ = __webpack_require__(/*! @angular/platform-browser/animations */ "R1ws");
+/* harmony import */ var ngx_dropzone__WEBPACK_IMPORTED_MODULE_3__ = __webpack_require__(/*! ngx-dropzone */ "kvL/");
+/* harmony import */ var _base_materials__WEBPACK_IMPORTED_MODULE_4__ = __webpack_require__(/*! ./base-materials */ "6WZR");
+/* harmony import */ var _app_routing_module__WEBPACK_IMPORTED_MODULE_5__ = __webpack_require__(/*! ./app-routing.module */ "vY5A");
+/* harmony import */ var _app_component__WEBPACK_IMPORTED_MODULE_6__ = __webpack_require__(/*! ./app.component */ "Sy1n");
+/* harmony import */ var _components_eyeballer_eyeballer_component__WEBPACK_IMPORTED_MODULE_7__ = __webpack_require__(/*! ./components/eyeballer/eyeballer.component */ "rGg0");
+/* harmony import */ var _angular_core__WEBPACK_IMPORTED_MODULE_8__ = __webpack_require__(/*! @angular/core */ "fXoL");
+
+
+
+
+
+
+
+
+
+class AppModule {
+}
+AppModule.ɵfac = function AppModule_Factory(t) { return new (t || AppModule)(); };
+AppModule.ɵmod = _angular_core__WEBPACK_IMPORTED_MODULE_8__["ɵɵdefineNgModule"]({ type: AppModule, bootstrap: [_app_component__WEBPACK_IMPORTED_MODULE_6__["AppComponent"]] });
+AppModule.ɵinj = _angular_core__WEBPACK_IMPORTED_MODULE_8__["ɵɵdefineInjector"]({ providers: [], imports: [[
+            _angular_platform_browser__WEBPACK_IMPORTED_MODULE_0__["BrowserModule"],
+            _app_routing_module__WEBPACK_IMPORTED_MODULE_5__["AppRoutingModule"],
+            ngx_dropzone__WEBPACK_IMPORTED_MODULE_3__["NgxDropzoneModule"],
+            _angular_platform_browser_animations__WEBPACK_IMPORTED_MODULE_2__["BrowserAnimationsModule"],
+            _base_materials__WEBPACK_IMPORTED_MODULE_4__["BaseMaterialModule"],
+            _angular_flex_layout__WEBPACK_IMPORTED_MODULE_1__["FlexLayoutModule"]
+        ]] });
+(function () { (typeof ngJitMode === "undefined" || ngJitMode) && _angular_core__WEBPACK_IMPORTED_MODULE_8__["ɵɵsetNgModuleScope"](AppModule, { declarations: [_app_component__WEBPACK_IMPORTED_MODULE_6__["AppComponent"],
+        _components_eyeballer_eyeballer_component__WEBPACK_IMPORTED_MODULE_7__["EyeballerComponent"]], imports: [_angular_platform_browser__WEBPACK_IMPORTED_MODULE_0__["BrowserModule"],
+        _app_routing_module__WEBPACK_IMPORTED_MODULE_5__["AppRoutingModule"],
+        ngx_dropzone__WEBPACK_IMPORTED_MODULE_3__["NgxDropzoneModule"],
+        _angular_platform_browser_animations__WEBPACK_IMPORTED_MODULE_2__["BrowserAnimationsModule"],
+        _base_materials__WEBPACK_IMPORTED_MODULE_4__["BaseMaterialModule"],
+        _angular_flex_layout__WEBPACK_IMPORTED_MODULE_1__["FlexLayoutModule"]] }); })();
+
+
+/***/ }),
+
+/***/ "rGg0":
+/*!*************************************************************!*\
+  !*** ./src/app/components/eyeballer/eyeballer.component.ts ***!
+  \*************************************************************/
+/*! exports provided: EyeballerComponent */
+/***/ (function(module, __webpack_exports__, __webpack_require__) {
+
+"use strict";
+__webpack_require__.r(__webpack_exports__);
+/* harmony export (binding) */ __webpack_require__.d(__webpack_exports__, "EyeballerComponent", function() { return EyeballerComponent; });
+/* harmony import */ var tslib__WEBPACK_IMPORTED_MODULE_0__ = __webpack_require__(/*! tslib */ "mrSG");
+/* harmony import */ var base64_arraybuffer__WEBPACK_IMPORTED_MODULE_1__ = __webpack_require__(/*! base64-arraybuffer */ "g5Dd");
+/* harmony import */ var base64_arraybuffer__WEBPACK_IMPORTED_MODULE_1___default = /*#__PURE__*/__webpack_require__.n(base64_arraybuffer__WEBPACK_IMPORTED_MODULE_1__);
+/* harmony import */ var _tensorflow_tfjs__WEBPACK_IMPORTED_MODULE_2__ = __webpack_require__(/*! @tensorflow/tfjs */ "zhpf");
+/* harmony import */ var _angular_core__WEBPACK_IMPORTED_MODULE_3__ = __webpack_require__(/*! @angular/core */ "fXoL");
+/* harmony import */ var _angular_material_toolbar__WEBPACK_IMPORTED_MODULE_4__ = __webpack_require__(/*! @angular/material/toolbar */ "/t3+");
+/* harmony import */ var _angular_flex_layout_flex__WEBPACK_IMPORTED_MODULE_5__ = __webpack_require__(/*! @angular/flex-layout/flex */ "XiUz");
+/* harmony import */ var _angular_material_button__WEBPACK_IMPORTED_MODULE_6__ = __webpack_require__(/*! @angular/material/button */ "bTqV");
+/* harmony import */ var _angular_common__WEBPACK_IMPORTED_MODULE_7__ = __webpack_require__(/*! @angular/common */ "ofXK");
+/* harmony import */ var _angular_material_progress_bar__WEBPACK_IMPORTED_MODULE_8__ = __webpack_require__(/*! @angular/material/progress-bar */ "bv9b");
+/* harmony import */ var _angular_material_card__WEBPACK_IMPORTED_MODULE_9__ = __webpack_require__(/*! @angular/material/card */ "Wp6s");
+/* harmony import */ var ngx_dropzone__WEBPACK_IMPORTED_MODULE_10__ = __webpack_require__(/*! ngx-dropzone */ "kvL/");
+
+
+
+
+
+
+
+
+
+
+
+function EyeballerComponent_div_11_Template(rf, ctx) { if (rf & 1) {
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementStart"](0, "div");
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelement"](1, "mat-progress-bar", 6);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementEnd"]();
+} }
+function EyeballerComponent_div_12_Template(rf, ctx) { if (rf & 1) {
+    const _r5 = _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵgetCurrentView"]();
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementStart"](0, "div");
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementStart"](1, "mat-card");
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵtext"](2, " Drop your screenshots below: ");
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelement"](3, "br");
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelement"](4, "br");
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementStart"](5, "ngx-dropzone", 7);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵlistener"]("change", function EyeballerComponent_div_12_Template_ngx_dropzone_change_5_listener($event) { _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵrestoreView"](_r5); const ctx_r4 = _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵnextContext"](); ctx_r4.onSelect($event); return ctx_r4.startEyeball(); });
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementStart"](6, "ngx-dropzone-label");
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵtext"](7, " Files dropped here are ");
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementStart"](8, "span", 8);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵtext"](9, "not uploaded anywhere.");
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementEnd"]();
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵtext"](10, " No data leaves your computer at all on this tool. ");
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementEnd"]();
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementEnd"]();
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementEnd"]();
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelement"](11, "br");
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementStart"](12, "mat-card");
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementStart"](13, "span", 8);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵtext"](14, "Note:");
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementEnd"]();
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵtext"](15, " For best results, ensure your screenshots are taken natively in a ");
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementStart"](16, "span", 8);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵtext"](17, "16:10 aspect ratio.");
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementEnd"]();
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵtext"](18, " (ie: 1440x900 or other) ");
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementEnd"]();
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementStart"](19, "mat-card");
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵtext"](20, " Source code available at ");
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementStart"](21, "a", 9);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵtext"](22, "GitHub");
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementEnd"]();
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementEnd"]();
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementEnd"]();
+} }
+function EyeballerComponent_div_13_Template(rf, ctx) { if (rf & 1) {
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementStart"](0, "div");
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementStart"](1, "mat-card");
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementStart"](2, "h3");
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵtext"](3);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementEnd"]();
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelement"](4, "mat-progress-bar", 10);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementEnd"]();
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementStart"](5, "mat-card");
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementStart"](6, "h3");
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵtext"](7);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementEnd"]();
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelement"](8, "mat-progress-bar", 10);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementEnd"]();
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementStart"](9, "mat-card");
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵtext"](10, " This processing is happening in your browser. ");
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementStart"](11, "span", 8);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵtext"](12, "There is no backend.");
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementEnd"]();
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementEnd"]();
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementEnd"]();
+} if (rf & 2) {
+    const ctx_r2 = _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵnextContext"]();
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵadvance"](3);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵtextInterpolate2"]("Loading Images: ", ctx_r2.images.size, " of ", ctx_r2.imageCount, "");
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵadvance"](1);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵproperty"]("value", ctx_r2.loadPercent());
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵadvance"](3);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵtextInterpolate2"]("Classifying: ", ctx_r2.eyeballedCount, " of ", ctx_r2.imageCount, "");
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵadvance"](1);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵproperty"]("value", ctx_r2.eyeballPercent());
+} }
+function EyeballerComponent_div_14_div_71_Template(rf, ctx) { if (rf & 1) {
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementStart"](0, "div");
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementStart"](1, "mat-card", 23);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementStart"](2, "mat-card-header");
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementStart"](3, "mat-card-title");
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵtext"](4);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementEnd"]();
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementEnd"]();
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelement"](5, "img", 24);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementStart"](6, "span", 25);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵtext"](7);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementEnd"]();
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementStart"](8, "span", 26);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵtext"](9);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementEnd"]();
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementStart"](10, "span", 27);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵtext"](11);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementEnd"]();
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementStart"](12, "span", 28);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵtext"](13);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementEnd"]();
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementStart"](14, "span", 29);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵtext"](15);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementEnd"]();
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementEnd"]();
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementEnd"]();
+} if (rf & 2) {
+    const key_r7 = ctx.$implicit;
+    const index_r8 = ctx.index;
+    const ctx_r6 = _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵnextContext"](2);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵattribute"]("data-index", index_r8);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵadvance"](4);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵtextInterpolate1"](" ", key_r7, " ");
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵadvance"](1);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵpropertyInterpolate"]("src", ctx_r6.images.get(key_r7), _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵsanitizeUrl"]);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵadvance"](2);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵtextInterpolate"](ctx_r6.isWebapp(key_r7));
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵadvance"](2);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵtextInterpolate"](ctx_r6.isCustom404(key_r7));
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵadvance"](2);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵtextInterpolate"](ctx_r6.isLoginPage(key_r7));
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵadvance"](2);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵtextInterpolate"](ctx_r6.isOldLooking(key_r7));
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵadvance"](2);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵtextInterpolate"](ctx_r6.isParked(key_r7));
+} }
+function EyeballerComponent_div_14_Template(rf, ctx) { if (rf & 1) {
+    const _r10 = _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵgetCurrentView"]();
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementStart"](0, "div");
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementStart"](1, "div", 11);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementStart"](2, "h2");
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵtext"](3, "Results");
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementEnd"]();
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementStart"](4, "mat-toolbar");
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementStart"](5, "mat-toolbar-row", 12);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelement"](6, "span", 13);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementStart"](7, "button", 14);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵlistener"]("click", function EyeballerComponent_div_14_Template_button_click_7_listener() { _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵrestoreView"](_r10); const ctx_r9 = _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵnextContext"](); ctx_r9.selected.webapp = 0; return ctx_r9.updateSelections(); });
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵtext"](8, "Must Include");
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementEnd"]();
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementStart"](9, "button", 15);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵlistener"]("click", function EyeballerComponent_div_14_Template_button_click_9_listener() { _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵrestoreView"](_r10); const ctx_r11 = _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵnextContext"](); ctx_r11.selected.webapp = 1; return ctx_r11.updateSelections(); });
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵtext"](10, "Webapp");
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementEnd"]();
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementStart"](11, "button", 16);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵlistener"]("click", function EyeballerComponent_div_14_Template_button_click_11_listener() { _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵrestoreView"](_r10); const ctx_r12 = _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵnextContext"](); ctx_r12.selected.webapp = 2; return ctx_r12.updateSelections(); });
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵtext"](12, "Never Include");
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementEnd"]();
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementStart"](13, "label", 17);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵtext"](14);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementEnd"]();
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelement"](15, "span", 13);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementEnd"]();
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementStart"](16, "mat-toolbar-row", 12);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelement"](17, "span", 13);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementStart"](18, "button", 14);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵlistener"]("click", function EyeballerComponent_div_14_Template_button_click_18_listener() { _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵrestoreView"](_r10); const ctx_r13 = _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵnextContext"](); ctx_r13.selected.oldLooking = 0; return ctx_r13.updateSelections(); });
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵtext"](19, "Must Include");
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementEnd"]();
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementStart"](20, "button", 15);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵlistener"]("click", function EyeballerComponent_div_14_Template_button_click_20_listener() { _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵrestoreView"](_r10); const ctx_r14 = _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵnextContext"](); ctx_r14.selected.oldLooking = 1; return ctx_r14.updateSelections(); });
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵtext"](21, "Old Looking");
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementEnd"]();
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementStart"](22, "button", 16);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵlistener"]("click", function EyeballerComponent_div_14_Template_button_click_22_listener() { _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵrestoreView"](_r10); const ctx_r15 = _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵnextContext"](); ctx_r15.selected.oldLooking = 2; return ctx_r15.updateSelections(); });
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵtext"](23, "Never Include");
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementEnd"]();
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementStart"](24, "label", 17);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵtext"](25);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementEnd"]();
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelement"](26, "span", 13);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementEnd"]();
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementStart"](27, "mat-toolbar-row", 12);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelement"](28, "span", 13);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementStart"](29, "button", 18);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵlistener"]("click", function EyeballerComponent_div_14_Template_button_click_29_listener() { _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵrestoreView"](_r10); const ctx_r16 = _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵnextContext"](); ctx_r16.selected.loginPage = 0; return ctx_r16.updateSelections(); });
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵtext"](30, "Must Include");
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementEnd"]();
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementStart"](31, "button", 15);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵlistener"]("click", function EyeballerComponent_div_14_Template_button_click_31_listener() { _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵrestoreView"](_r10); const ctx_r17 = _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵnextContext"](); ctx_r17.selected.loginPage = 1; return ctx_r17.updateSelections(); });
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵtext"](32, "Login Page");
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementEnd"]();
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementStart"](33, "button", 16);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵlistener"]("click", function EyeballerComponent_div_14_Template_button_click_33_listener() { _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵrestoreView"](_r10); const ctx_r18 = _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵnextContext"](); ctx_r18.selected.loginPage = 2; return ctx_r18.updateSelections(); });
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵtext"](34, "Never Include");
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementEnd"]();
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementStart"](35, "label", 17);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵtext"](36);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementEnd"]();
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelement"](37, "span", 13);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementEnd"]();
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementStart"](38, "mat-toolbar-row", 12);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelement"](39, "span", 13);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementStart"](40, "button", 18);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵlistener"]("click", function EyeballerComponent_div_14_Template_button_click_40_listener() { _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵrestoreView"](_r10); const ctx_r19 = _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵnextContext"](); ctx_r19.selected.custom404 = 0; return ctx_r19.updateSelections(); });
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵtext"](41, "Must Include");
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementEnd"]();
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementStart"](42, "button", 15);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵlistener"]("click", function EyeballerComponent_div_14_Template_button_click_42_listener() { _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵrestoreView"](_r10); const ctx_r20 = _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵnextContext"](); ctx_r20.selected.custom404 = 1; return ctx_r20.updateSelections(); });
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵtext"](43, "Custom 404");
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementEnd"]();
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementStart"](44, "button", 16);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵlistener"]("click", function EyeballerComponent_div_14_Template_button_click_44_listener() { _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵrestoreView"](_r10); const ctx_r21 = _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵnextContext"](); ctx_r21.selected.custom404 = 2; return ctx_r21.updateSelections(); });
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵtext"](45, "Never Include");
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementEnd"]();
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementStart"](46, "label", 17);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵtext"](47);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementEnd"]();
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelement"](48, "span", 13);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementEnd"]();
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementStart"](49, "mat-toolbar-row", 12);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelement"](50, "span", 13);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementStart"](51, "button", 18);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵlistener"]("click", function EyeballerComponent_div_14_Template_button_click_51_listener() { _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵrestoreView"](_r10); const ctx_r22 = _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵnextContext"](); ctx_r22.selected.parked = 0; return ctx_r22.updateSelections(); });
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵtext"](52, "Must Include");
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementEnd"]();
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementStart"](53, "button", 15);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵlistener"]("click", function EyeballerComponent_div_14_Template_button_click_53_listener() { _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵrestoreView"](_r10); const ctx_r23 = _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵnextContext"](); ctx_r23.selected.parked = 1; return ctx_r23.updateSelections(); });
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵtext"](54, "Parked Domain");
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementEnd"]();
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementStart"](55, "button", 16);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵlistener"]("click", function EyeballerComponent_div_14_Template_button_click_55_listener() { _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵrestoreView"](_r10); const ctx_r24 = _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵnextContext"](); ctx_r24.selected.parked = 2; return ctx_r24.updateSelections(); });
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵtext"](56, "Never Include");
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementEnd"]();
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementStart"](57, "label", 17);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵtext"](58);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementEnd"]();
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelement"](59, "span", 13);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementEnd"]();
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementEnd"]();
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementStart"](60, "mat-card");
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementStart"](61, "span", 8);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵtext"](62, "Total Selected:");
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementEnd"]();
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵtext"](63);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementEnd"]();
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelement"](64, "br");
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementStart"](65, "mat-card");
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementStart"](66, "button", 19);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵlistener"]("click", function EyeballerComponent_div_14_Template_button_click_66_listener() { _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵrestoreView"](_r10); const ctx_r25 = _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵnextContext"](); return ctx_r25.exportResults(); });
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵtext"](67, " Export ");
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementEnd"]();
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementStart"](68, "a", 20);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵtext"](69, "What do these labels mean?");
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementEnd"]();
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementEnd"]();
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementStart"](70, "div", 21);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵtemplate"](71, EyeballerComponent_div_14_div_71_Template, 16, 8, "div", 22);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementEnd"]();
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementEnd"]();
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementEnd"]();
+} if (rf & 2) {
+    const ctx_r3 = _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵnextContext"]();
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵadvance"](7);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵproperty"]("disabled", ctx_r3.selected.webapp === 0);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵadvance"](2);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵproperty"]("disabled", ctx_r3.selected.webapp === 1);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵadvance"](2);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵproperty"]("disabled", ctx_r3.selected.webapp === 2);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵadvance"](3);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵtextInterpolate"](ctx_r3.classifications.webapp.length);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵadvance"](4);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵproperty"]("disabled", ctx_r3.selected.oldLooking === 0);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵadvance"](2);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵproperty"]("disabled", ctx_r3.selected.oldLooking === 1);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵadvance"](2);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵproperty"]("disabled", ctx_r3.selected.oldLooking === 2);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵadvance"](3);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵtextInterpolate"](ctx_r3.classifications.oldLooking.length);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵadvance"](4);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵproperty"]("disabled", ctx_r3.selected.loginPage === 0);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵadvance"](2);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵproperty"]("disabled", ctx_r3.selected.loginPage === 1);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵadvance"](2);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵproperty"]("disabled", ctx_r3.selected.loginPage === 2);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵadvance"](3);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵtextInterpolate"](ctx_r3.classifications.loginPage.length);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵadvance"](4);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵproperty"]("disabled", ctx_r3.selected.custom404 === 0);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵadvance"](2);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵproperty"]("disabled", ctx_r3.selected.custom404 === 1);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵadvance"](2);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵproperty"]("disabled", ctx_r3.selected.custom404 === 2);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵadvance"](3);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵtextInterpolate"](ctx_r3.classifications.custom404.length);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵadvance"](4);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵproperty"]("disabled", ctx_r3.selected.parked === 0);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵadvance"](2);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵproperty"]("disabled", ctx_r3.selected.parked === 1);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵadvance"](2);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵproperty"]("disabled", ctx_r3.selected.parked === 2);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵadvance"](3);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵtextInterpolate"](ctx_r3.classifications.parked.length);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵadvance"](5);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵtextInterpolate1"](" ", ctx_r3.selectedScreens.length, " ");
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵadvance"](8);
+    _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵproperty"]("ngForOf", ctx_r3.selectedScreens.slice(0, 8));
+} }
+class EyeballerComponent {
+    constructor() {
+        this.offset = _tensorflow_tfjs__WEBPACK_IMPORTED_MODULE_2__["scalar"](127.5);
+        this.images = new Map();
+        this.confidence = 0.6;
+        this.width = 224;
+        this.height = 224;
+        this.tfFilesCompleted = false;
+        this.tfFiles = [];
+        this.imageCount = 0;
+        this.loadedCount = 0;
+        this.finishedLoading = false;
+        this.eyeballing = false;
+        this.eyeballCompleted = false;
+        this.eyeballedCount = 0;
+        this.classifications = {
+            custom404: [],
+            loginPage: [],
+            webapp: [],
+            oldLooking: [],
+            parked: [],
+        };
+        // What labels are selected?
+        // This is a tri-state:
+        //  0 means "always select"
+        //  1 means "don't care"
+        //  2 means "never select"
+        this.selected = {
+            custom404: 2,
+            loginPage: 1,
+            webapp: 0,
+            oldLooking: 1,
+            parked: 2,
+        };
+        this.selectedScreens = [];
+    }
+    ngOnInit() {
+        this.fetchTfFiles();
+    }
+    onSelect(event) {
+        return Object(tslib__WEBPACK_IMPORTED_MODULE_0__["__awaiter"])(this, void 0, void 0, function* () {
+            this.imageCount = event.addedFiles.length;
+            yield Promise.all(event.addedFiles.map((file) => Object(tslib__WEBPACK_IMPORTED_MODULE_0__["__awaiter"])(this, void 0, void 0, function* () {
+                const dataString = yield this.dataURI(file);
+                this.images.set(file.name, dataString);
+            })));
+        });
+    }
+    onRemove(event) {
+        this.images.delete(event.name);
+    }
+    isWebapp(key) {
+        if (this.classifications.webapp.includes(key)) {
+            return "Webapp";
+        }
+        return "";
+    }
+    isCustom404(key) {
+        if (this.classifications.custom404.includes(key)) {
+            return "Custom 404";
+        }
+        return "";
+    }
+    isLoginPage(key) {
+        if (this.classifications.loginPage.includes(key)) {
+            return "Login Page";
+        }
+        return "";
+    }
+    isOldLooking(key) {
+        if (this.classifications.oldLooking.includes(key)) {
+            return "Old Looking";
+        }
+        return "";
+    }
+    isParked(key) {
+        if (this.classifications.parked.includes(key)) {
+            return "Parked Domain";
+        }
+        return "";
+    }
+    fetchTfFiles() {
+        var _a;
+        return Object(tslib__WEBPACK_IMPORTED_MODULE_0__["__awaiter"])(this, void 0, void 0, function* () {
+            let resp = yield fetch('assets/tf/model.json');
+            const manifest = yield resp.json();
+            const paths = Array.from((_a = manifest.weightsManifest[0]) === null || _a === void 0 ? void 0 : _a.paths);
+            this.tfFiles = [];
+            resp = yield fetch('assets/tf/model.json');
+            const blob = yield resp.blob();
+            this.tfFiles.push(new File([blob], 'model.json'));
+            yield Promise.all(paths.map((path) => Object(tslib__WEBPACK_IMPORTED_MODULE_0__["__awaiter"])(this, void 0, void 0, function* () {
+                const tfFile = yield this.fetchTfFile(path);
+                this.tfFiles.push(tfFile);
+            })));
+            this.tfFilesCompleted = true;
+        });
+    }
+    fetchTfFile(name) {
+        return Object(tslib__WEBPACK_IMPORTED_MODULE_0__["__awaiter"])(this, void 0, void 0, function* () {
+            const base = name.split('/').reverse()[0];
+            const resp = yield fetch(`assets/tf/${base}`);
+            const blob = yield resp.blob();
+            return new File([blob], base);
+        });
+    }
+    startEyeball() {
+        return Object(tslib__WEBPACK_IMPORTED_MODULE_0__["__awaiter"])(this, void 0, void 0, function* () {
+            yield this.eyeballScan();
+            yield this.updateSelections();
+        });
+    }
+    updateSelections() {
+        return Object(tslib__WEBPACK_IMPORTED_MODULE_0__["__awaiter"])(this, void 0, void 0, function* () {
+            // First thing: load up all the images into the set
+            let selectedScreensSet = new Set([]);
+            for (let entry of this.classifications.webapp) {
+                selectedScreensSet.add(entry);
+            }
+            for (let entry of this.classifications.oldLooking) {
+                selectedScreensSet.add(entry);
+            }
+            for (let entry of this.classifications.loginPage) {
+                selectedScreensSet.add(entry);
+            }
+            for (let entry of this.classifications.custom404) {
+                selectedScreensSet.add(entry);
+            }
+            for (let entry of this.classifications.parked) {
+                selectedScreensSet.add(entry);
+            }
+            let selectionsArray = Array.from(selectedScreensSet);
+            // Calculate intersections for each "must include" selections
+            if (this.selected.webapp === 0) {
+                let tempArray = selectionsArray.filter(value => this.classifications.webapp.includes(value));
+                selectionsArray = tempArray;
+            }
+            if (this.selected.oldLooking === 0) {
+                let tempArray = selectionsArray.filter(value => this.classifications.oldLooking.includes(value));
+                selectionsArray = tempArray;
+            }
+            if (this.selected.loginPage === 0) {
+                let tempArray = selectionsArray.filter(value => this.classifications.loginPage.includes(value));
+                selectionsArray = tempArray;
+            }
+            if (this.selected.custom404 === 0) {
+                let tempArray = selectionsArray.filter(value => this.classifications.custom404.includes(value));
+                selectionsArray = tempArray;
+            }
+            if (this.selected.parked === 0) {
+                let tempArray = selectionsArray.filter(value => this.classifications.parked.includes(value));
+                selectionsArray = tempArray;
+            }
+            // Now remove any "Must not include" selection
+            selectedScreensSet = new Set(selectionsArray);
+            if (this.selected.webapp === 2) {
+                for (let entry of this.classifications.webapp) {
+                    selectedScreensSet.delete(entry);
+                }
+            }
+            if (this.selected.oldLooking === 2) {
+                for (let entry of this.classifications.oldLooking) {
+                    selectedScreensSet.delete(entry);
+                }
+            }
+            if (this.selected.loginPage === 2) {
+                for (let entry of this.classifications.loginPage) {
+                    selectedScreensSet.delete(entry);
+                }
+            }
+            if (this.selected.custom404 === 2) {
+                for (let entry of this.classifications.custom404) {
+                    selectedScreensSet.delete(entry);
+                }
+            }
+            if (this.selected.parked === 2) {
+                for (let entry of this.classifications.parked) {
+                    selectedScreensSet.delete(entry);
+                }
+            }
+            this.selectedScreens = Array.from(selectedScreensSet);
+        });
+    }
+    eyeballScan() {
+        return Object(tslib__WEBPACK_IMPORTED_MODULE_0__["__awaiter"])(this, void 0, void 0, function* () {
+            this.eyeballing = true;
+            const model = yield _tensorflow_tfjs__WEBPACK_IMPORTED_MODULE_2__["loadLayersModel"](_tensorflow_tfjs__WEBPACK_IMPORTED_MODULE_2__["io"].browserFiles(this.tfFiles));
+            const keys = Array.from(this.images.keys());
+            yield Promise.all(keys.map((key) => Object(tslib__WEBPACK_IMPORTED_MODULE_0__["__awaiter"])(this, void 0, void 0, function* () {
+                yield this.classifyImage(key, model);
+            })));
+        });
+    }
+    classifyImage(key, model) {
+        return Object(tslib__WEBPACK_IMPORTED_MODULE_0__["__awaiter"])(this, void 0, void 0, function* () {
+            const img = new Image(this.width, this.height);
+            img.src = this.images.get(key);
+            this.loadedCount++;
+            // On error, basically just ignore the image
+            img.onerror = () => {
+                this.eyeballedCount++;
+                if (this.eyeballedCount >= this.imageCount) {
+                    this.eyeballing = false;
+                    this.eyeballCompleted = true;
+                    this.updateSelections();
+                }
+            };
+            img.onload = () => {
+                const tensor = _tensorflow_tfjs__WEBPACK_IMPORTED_MODULE_2__["browser"].fromPixels(img)
+                    .resizeNearestNeighbor([224, 224])
+                    .toFloat()
+                    .sub(this.offset)
+                    .div(this.offset)
+                    .expandDims();
+                const predictions = model.predict(tensor).dataSync();
+                if (predictions[0] > this.confidence) {
+                    this.classifications.custom404.push(key);
+                }
+                if (predictions[1] > this.confidence) {
+                    this.classifications.loginPage.push(key);
+                }
+                if (predictions[2] > this.confidence) {
+                    this.classifications.webapp.push(key);
+                }
+                if (predictions[3] > this.confidence) {
+                    this.classifications.oldLooking.push(key);
+                }
+                if (predictions[4] > this.confidence) {
+                    this.classifications.parked.push(key);
+                }
+                this.eyeballedCount++;
+                if (this.eyeballedCount >= this.imageCount) {
+                    this.eyeballing = false;
+                    this.eyeballCompleted = true;
+                    this.updateSelections();
+                }
+            };
+        });
+    }
+    dataURI(file) {
+        var _a;
+        return Object(tslib__WEBPACK_IMPORTED_MODULE_0__["__awaiter"])(this, void 0, void 0, function* () {
+            const buf = yield file.arrayBuffer();
+            let ext = (_a = file.name.split('.').reverse()[0]) === null || _a === void 0 ? void 0 : _a.toLocaleLowerCase();
+            if (!["jpg", "jpeg", "png", "gif", "bmp"].some(allow => allow === ext)) {
+                ext = "jpg";
+            }
+            return `data:image/${encodeURIComponent(ext)};base64,${base64_arraybuffer__WEBPACK_IMPORTED_MODULE_1__["encode"](buf)}`;
+        });
+    }
+    eyeballPercent() {
+        return (this.eyeballedCount / this.imageCount) * 100;
+    }
+    loadPercent() {
+        return (this.images.size / this.imageCount) * 100;
+    }
+    restart() {
+        window.location.reload();
+    }
+    exportResults() {
+        return Object(tslib__WEBPACK_IMPORTED_MODULE_0__["__awaiter"])(this, void 0, void 0, function* () {
+            const str = this.selectedScreens.join("\n");
+            const blob = new Blob([str], { type: 'text/csv' });
+            const url = window.URL.createObjectURL(blob);
+            window.open(url);
+        });
+    }
+}
+EyeballerComponent.ɵfac = function EyeballerComponent_Factory(t) { return new (t || EyeballerComponent)(); };
+EyeballerComponent.ɵcmp = _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵdefineComponent"]({ type: EyeballerComponent, selectors: [["app-eyeballer"]], decls: 15, vars: 4, consts: [["color", "primary", "fxLayout", "row", "fxLayoutAlign", "start center", 1, "app-toolbar"], ["src", "assets/eyeballer_logo.png", "width", "46", "height", "60"], ["fxFlex", ""], ["mat-raised-button", "", 3, "click"], [1, "fas", "fa-fw", "fa-undo"], [4, "ngIf"], ["mode", "indeterminate"], [3, "change"], [2, "font-weight", "bold"], ["href", "https://github.com/BishopFox/eyeballer", "target", "_blank", "rel", "noopener noreferrer"], ["mode", "determinate", 3, "value"], [1, "results-container"], [2, "height", "40px"], [1, "button-spacer"], ["mat-raised-button", "", "color", "primary", 1, "label-button", 3, "disabled", "click"], ["mat-raised-button", "", "color", "basic", 1, "label-button", 3, "disabled", "click"], ["mat-raised-button", "", "color", "accent", 1, "label-button", 3, "disabled", "click"], [1, "label-count"], ["mat-raised-button", "", "color", "primary", "mat-raised-button", "", 1, "label-button", 3, "disabled", "click"], ["mat-raised-button", "", "color", "primary", 1, "export-button", 3, "click"], ["href", "https://github.com/BishopFox/eyeballer#what-the-labels-mean", "target", "_blank", "rel", "noopener noreferrer"], [1, "eyeballed-class-container"], [4, "ngFor", "ngForOf"], [1, "result-card"], ["mat-card-image", "", 1, "preview-image", 3, "src"], [1, "webapp-label"], [1, "custom-404-label"], [1, "login-label"], [1, "old-looking-label"], [1, "parked-label"]], template: function EyeballerComponent_Template(rf, ctx) { if (rf & 1) {
+        _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementStart"](0, "mat-toolbar", 0);
+        _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementStart"](1, "h2");
+        _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelement"](2, "img", 1);
+        _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementEnd"]();
+        _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵtext"](3, " Eyeballer ");
+        _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelement"](4, "span", 2);
+        _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementStart"](5, "span");
+        _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵtext"](6, "Bishop Fox R&D");
+        _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementEnd"]();
+        _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelement"](7, "span", 2);
+        _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementStart"](8, "button", 3);
+        _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵlistener"]("click", function EyeballerComponent_Template_button_click_8_listener() { return ctx.restart(); });
+        _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelement"](9, "i", 4);
+        _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵtext"](10, " Restart ");
+        _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementEnd"]();
+        _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵelementEnd"]();
+        _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵtemplate"](11, EyeballerComponent_div_11_Template, 2, 0, "div", 5);
+        _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵtemplate"](12, EyeballerComponent_div_12_Template, 23, 0, "div", 5);
+        _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵtemplate"](13, EyeballerComponent_div_13_Template, 13, 6, "div", 5);
+        _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵtemplate"](14, EyeballerComponent_div_14_Template, 72, 22, "div", 5);
+    } if (rf & 2) {
+        _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵadvance"](11);
+        _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵproperty"]("ngIf", !ctx.tfFilesCompleted);
+        _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵadvance"](1);
+        _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵproperty"]("ngIf", ctx.tfFilesCompleted && !ctx.eyeballing && !ctx.eyeballCompleted);
+        _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵadvance"](1);
+        _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵproperty"]("ngIf", ctx.tfFilesCompleted && ctx.eyeballing && !ctx.eyeballCompleted);
+        _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵadvance"](1);
+        _angular_core__WEBPACK_IMPORTED_MODULE_3__["ɵɵproperty"]("ngIf", ctx.tfFilesCompleted && !ctx.eyeballing && ctx.eyeballCompleted);
+    } }, directives: [_angular_material_toolbar__WEBPACK_IMPORTED_MODULE_4__["MatToolbar"], _angular_flex_layout_flex__WEBPACK_IMPORTED_MODULE_5__["DefaultLayoutDirective"], _angular_flex_layout_flex__WEBPACK_IMPORTED_MODULE_5__["DefaultLayoutAlignDirective"], _angular_flex_layout_flex__WEBPACK_IMPORTED_MODULE_5__["DefaultFlexDirective"], _angular_material_button__WEBPACK_IMPORTED_MODULE_6__["MatButton"], _angular_common__WEBPACK_IMPORTED_MODULE_7__["NgIf"], _angular_material_progress_bar__WEBPACK_IMPORTED_MODULE_8__["MatProgressBar"], _angular_material_card__WEBPACK_IMPORTED_MODULE_9__["MatCard"], ngx_dropzone__WEBPACK_IMPORTED_MODULE_10__["NgxDropzoneComponent"], ngx_dropzone__WEBPACK_IMPORTED_MODULE_10__["ɵb"], _angular_material_toolbar__WEBPACK_IMPORTED_MODULE_4__["MatToolbarRow"], _angular_common__WEBPACK_IMPORTED_MODULE_7__["NgForOf"], _angular_material_card__WEBPACK_IMPORTED_MODULE_9__["MatCardHeader"], _angular_material_card__WEBPACK_IMPORTED_MODULE_9__["MatCardTitle"], 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+
+
+/***/ }),
+
+/***/ "vY5A":
+/*!***************************************!*\
+  !*** ./src/app/app-routing.module.ts ***!
+  \***************************************/
+/*! exports provided: AppRoutingModule */
+/***/ (function(module, __webpack_exports__, __webpack_require__) {
+
+"use strict";
+__webpack_require__.r(__webpack_exports__);
+/* harmony export (binding) */ __webpack_require__.d(__webpack_exports__, "AppRoutingModule", function() { return AppRoutingModule; });
+/* harmony import */ var _angular_router__WEBPACK_IMPORTED_MODULE_0__ = __webpack_require__(/*! @angular/router */ "tyNb");
+/* harmony import */ var _components_eyeballer_eyeballer_component__WEBPACK_IMPORTED_MODULE_1__ = __webpack_require__(/*! ./components/eyeballer/eyeballer.component */ "rGg0");
+/* harmony import */ var _angular_core__WEBPACK_IMPORTED_MODULE_2__ = __webpack_require__(/*! @angular/core */ "fXoL");
+
+
+
+
+const routes = [
+    { path: '', component: _components_eyeballer_eyeballer_component__WEBPACK_IMPORTED_MODULE_1__["EyeballerComponent"] },
+];
+class AppRoutingModule {
+}
+AppRoutingModule.ɵfac = function AppRoutingModule_Factory(t) { return new (t || AppRoutingModule)(); };
+AppRoutingModule.ɵmod = _angular_core__WEBPACK_IMPORTED_MODULE_2__["ɵɵdefineNgModule"]({ type: AppRoutingModule });
+AppRoutingModule.ɵinj = _angular_core__WEBPACK_IMPORTED_MODULE_2__["ɵɵdefineInjector"]({ imports: [[_angular_router__WEBPACK_IMPORTED_MODULE_0__["RouterModule"].forRoot(routes, { relativeLinkResolution: 'legacy' })], _angular_router__WEBPACK_IMPORTED_MODULE_0__["RouterModule"]] });
+(function () { (typeof ngJitMode === "undefined" || ngJitMode) && _angular_core__WEBPACK_IMPORTED_MODULE_2__["ɵɵsetNgModuleScope"](AppRoutingModule, { imports: [_angular_router__WEBPACK_IMPORTED_MODULE_0__["RouterModule"]], exports: [_angular_router__WEBPACK_IMPORTED_MODULE_0__["RouterModule"]] }); })();
+
+
+/***/ }),
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+/*!*********************!*\
+  !*** ./src/main.ts ***!
+  \*********************/
+/*! no exports provided */
+/***/ (function(module, __webpack_exports__, __webpack_require__) {
+
+"use strict";
+__webpack_require__.r(__webpack_exports__);
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+/* harmony import */ var _angular_core__WEBPACK_IMPORTED_MODULE_1__ = __webpack_require__(/*! @angular/core */ "fXoL");
+/* harmony import */ var _app_app_module__WEBPACK_IMPORTED_MODULE_2__ = __webpack_require__(/*! ./app/app.module */ "ZAI4");
+/* harmony import */ var _environments_environment__WEBPACK_IMPORTED_MODULE_3__ = __webpack_require__(/*! ./environments/environment */ "AytR");
+
+
+
+
+if (_environments_environment__WEBPACK_IMPORTED_MODULE_3__["environment"].production) {
+    Object(_angular_core__WEBPACK_IMPORTED_MODULE_1__["enableProdMode"])();
+}
+_angular_platform_browser__WEBPACK_IMPORTED_MODULE_0__["platformBrowser"]().bootstrapModule(_app_app_module__WEBPACK_IMPORTED_MODULE_2__["AppModule"])
+    .catch(err => console.error(err));
+
+
+/***/ }),
+
+/***/ "zn8P":
+/*!******************************************************!*\
+  !*** ./$$_lazy_route_resource lazy namespace object ***!
+  \******************************************************/
+/*! no static exports found */
+/***/ (function(module, exports) {
+
+function webpackEmptyAsyncContext(req) {
+	// Here Promise.resolve().then() is used instead of new Promise() to prevent
+	// uncaught exception popping up in devtools
+	return Promise.resolve().then(function() {
+		var e = new Error("Cannot find module '" + req + "'");
+		e.code = 'MODULE_NOT_FOUND';
+		throw e;
+	});
+}
+webpackEmptyAsyncContext.keys = function() { return []; };
+webpackEmptyAsyncContext.resolve = webpackEmptyAsyncContext;
+module.exports = webpackEmptyAsyncContext;
+webpackEmptyAsyncContext.id = "zn8P";
+
+/***/ })
+
+},[[0,"runtime","vendor"]]]);
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+<!DOCTYPE HTML>
+<meta charset="utf-8"/>
+<html>
+<title>Eyeballer Results</title>
+<body>
+    <div id="btnsCont">
+      <button class="btn all" onclick="filterSelection('all')"> Show all</button>
+      <button class="btn" onclick="filterSelection('custom404')"> 404</button>
+      <button class="btn" onclick="filterSelection('login')"> Login</button>
+      <button class="btn" onclick="filterSelection('webapp')"> Web Application</button>
+      <button class="btn" onclick="filterSelection('oldlooking')"> Old Looking</button>
+      <button class="btn" onclick="filterSelection('parked')"> Parked Domain</button>      
+        <select onchange="numOnPage=this.value; filterSelection([]);" style="float:right; margin:5px; margin-right:30px; height:30px; width:auto;">
+          <option value="25">25</option>
+          <option value="50">50</option>
+          <option value="100">100</option>
+          <option value="250">250</option>
+        </select>
+    </div>
+    <div id="btnsPage">
+    </div>
+    <div id="container">
+    </div>
+    <button onclick="topFunction()" id="topBtn" title="Go to top">Top</button>
+<script>
+    var results = {{jsResults}};
+    var selectedTags = new Array();
+    var btnContainer = document.getElementById("btnsCont");
+    var categoryBtns = btnContainer.getElementsByClassName("btn");
+    var numOnPage = 100;
+    var indexesToDisplay = [];
+    filterSelection([]);
+    for (var i = 0; i < categoryBtns.length; i++) {
+        categoryBtns[i].addEventListener("click", function () {
+            if (this.className.indexOf("active") > -1) {
+                this.className = this.className.replace(" active", "");
+            }
+            else {
+            this.className += " active";
+            }
+        });
+    }
+    function filterSelection(c) {
+        indexesToDisplay = [];
+        var currentIndex = -1;
+        if (c == "all") location.reload();
+        if (selectedTags.includes(c)!=true) selectedTags=selectedTags.concat(c);
+        else selectedTags.splice(selectedTags.indexOf(c),1);
+        for (var filename in results){
+                currentIndex++;
+                var tags = results[filename];
+                var isMissingTag = false;
+                for (var i in selectedTags){
+                    if (!tags.includes(selectedTags[i])){
+                        isMissingTag = true;
+                        break;
+                    }
+                }
+                if (isMissingTag === false){
+                    indexesToDisplay = indexesToDisplay.concat(currentIndex);
+                }
+            }
+        buildPageButtons(indexesToDisplay);
+        buildHTML(0, numOnPage);
+    }
+    function buildPageButtons(indexes){
+        numOfPages = Math.ceil(indexes.length/numOnPage);
+        var html = '';
+        for (var i = 0; i < numOfPages; i++){
+            html += ('<button class="btnpage" onclick="buildHTML(' + (i*numOnPage) + ', ' + ((i+1)*numOnPage) + '); activatePage(this);">' + (i+1) +'</button>');
+        }
+        document.getElementById('btnsPage').innerHTML = html;
+    }
+    function activatePage(pressedBtn){
+        var activeNow = document.getElementsByClassName('activePage')
+        for (var i = 0; i < activeNow.length; i++){
+            activeNow[i].className = activeNow[i].className.replace(" activePage", "");
+        }
+        pressedBtn.className += ' activePage';
+    }
+    function buildHTML(rangeMin, rangeMax){
+        var html = '';
+        if (rangeMax > indexesToDisplay.length) rangeMax=indexesToDisplay.length;
+        for (var i = rangeMin; i < rangeMax; i++){
+            index=indexesToDisplay[i];
+            filename = Object.keys(results)[index];
+            html += ('<div class="filterDiv"><a href=' + filename + ' target="_blank"> ' + results[filename].toString().replace(/,/g, ' ') + '</a><img class="res_pic" src="' + filename + '"></div>');
+        }
+        document.getElementById('container').innerHTML = html;
+    }
+    window.onscroll = function() {scrollFunction()};
+    function scrollFunction() {
+      if (document.body.scrollTop > 20 || document.documentElement.scrollTop > 20) {
+        document.getElementById("topBtn").style.display = "block";
+      } else {
+        document.getElementById("topBtn").style.display = "none";
+      }
+    }
+    function topFunction() {
+      document.body.scrollTop = 0; // For Safari
+      document.documentElement.scrollTop = 0; // For Chrome, Firefox, IE and Opera
+    }
+</script>
+    <style>
+    #topBtn {
+      display: none; /* Hidden by default */
+      position: fixed; /* Fixed/sticky position */
+      bottom: 20px; /* Place the button at the bottom of the page */
+      right: 30px; /* Place the button 30px from the right */
+      z-index: 99; /* Make sure it does not overlap */
+      border: none; /* Remove borders */
+      outline: none; /* Remove outline */
+      background-color: #193b72; /* Set a background color */
+      color: white; /* Text color */
+      cursor: pointer; /* Add a mouse pointer on hover */
+      padding: 15px; /* Some padding */
+      border-radius: 10px; /* Rounded corners */
+      font-size: 18px; /* Increase font size */
+      font-weight:bold;
+      border:solid;
+    }
+    #topBtn:hover {
+      background-color: #555;
+    }
+    .container {
+    overflow: hidden;
+    }
+    #btnsPage {
+    margin:10px;
+    }
+    .btnpage{
+        width:40px;
+        height:30px;
+        background-color: #f1f1f1;
+        outline: none;
+    }
+    .res_pic{
+    width:100%;
+    height:auto;
+    }
+    a{
+    font-weight:600;
+    padding:3px;
+    text-decoration: none;
+    color:#ffffff;
+    font-size:16px;
+    font-family:Sans-serif;
+    }
+    .name{
+    float:left;
+    }
+    .filterDiv {
+      float: left;
+      background-color: #777;
+      color: #ffffff;
+      width: 22%;
+      border-style:solid;
+      border-color:#666;
+      text-align: center;
+      margin: 10px;
+      line-height: 30px;
+      display: block;
+    }
+    .btn {
+      border: none;
+      outline: none;
+      padding: 12px 16px;
+      margin-left:10px;
+      background-color: #f1f1f1;
+      cursor: pointer;
+    }
+    .btn:hover {
+      background-color: #ddd;
+    }
+    .active {
+      background-color: #666;
+      color: white;
+    }
+    .activePage{
+        border: solid;
+        border-color:#666666;
+        color: black;
+    }
+    .btn.all {
+      background-color: #193b72;
+      color: white;
+    }
+    </style>
+</body>
+</html>
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+//# sourceMappingURL=runtime-es5.js.map
@@ -0,0 +1 @@
+{"version":3,"sources":["webpack/bootstrap"],"names":[],"mappings":";QAAA;QACA;QACA;QACA;QACA;;QAEA;QACA;QACA;QACA,QAAQ,oBAAoB;QAC5B;QACA;QACA;QACA;QACA;QACA;QACA;QACA;QACA;QACA;QACA;QACA;;QAEA;QACA;QACA;;QAEA;QACA;;QAEA;QACA;QACA;QACA;QACA;QACA,iBAAiB,4BAA4B;QAC7C;QACA;QACA,kBAAkB,2BAA2B;QAC7C;QACA;QACA;QACA;QACA;QACA;QACA;QACA;;QAEA;QACA;;QAEA;QACA;;QAEA;QACA;QACA;QACA;QACA;QACA;;QAEA;;QAEA;QACA;;QAEA;QACA;QACA;QACA;QACA;QACA;QACA;QACA;QACA;QACA;;QAEA;QACA;;QAEA;QACA;;QAEA;QACA;QACA;;;QAGA;QACA;;QAEA;QACA;;QAEA;QACA;QACA;QACA,0CAA0C,gCAAgC;QAC1E;QACA;;QAEA;QACA;QACA;QACA,wDAAwD,kBAAkB;QAC1E;QACA,iDAAiD,cAAc;QAC/D;;QAEA;QACA;QACA;QACA;QACA;QACA;QACA;QACA;QACA;QACA;QACA;QACA,yCAAyC,iCAAiC;QAC1E,gHAAgH,mBAAmB,EAAE;QACrI;QACA;;QAEA;QACA;QACA;QACA,2BAA2B,0BAA0B,EAAE;QACvD,iCAAiC,eAAe;QAChD;QACA;QACA;;QAEA;QACA,sDAAsD,+DAA+D;;QAErH;QACA;;QAEA;QACA;QACA;QACA;QACA,gBAAgB,uBAAuB;QACvC;;;QAGA;QACA","file":"runtime-es5.js","sourcesContent":[" \t// install a JSONP callback for chunk loading\n \tfunction webpackJsonpCallback(data) {\n \t\tvar chunkIds = data[0];\n \t\tvar moreModules = data[1];\n \t\tvar executeModules = data[2];\n\n \t\t// add \"moreModules\" to the modules object,\n \t\t// then flag all \"chunkIds\" as loaded and fire callback\n \t\tvar moduleId, chunkId, i = 0, resolves = [];\n \t\tfor(;i < chunkIds.length; i++) {\n \t\t\tchunkId = chunkIds[i];\n \t\t\tif(Object.prototype.hasOwnProperty.call(installedChunks, chunkId) && installedChunks[chunkId]) {\n \t\t\t\tresolves.push(installedChunks[chunkId][0]);\n \t\t\t}\n \t\t\tinstalledChunks[chunkId] = 0;\n \t\t}\n \t\tfor(moduleId in moreModules) {\n \t\t\tif(Object.prototype.hasOwnProperty.call(moreModules, moduleId)) {\n \t\t\t\tmodules[moduleId] = moreModules[moduleId];\n \t\t\t}\n \t\t}\n \t\tif(parentJsonpFunction) parentJsonpFunction(data);\n\n \t\twhile(resolves.length) {\n \t\t\tresolves.shift()();\n \t\t}\n\n \t\t// add entry modules from loaded chunk to deferred list\n \t\tdeferredModules.push.apply(deferredModules, executeModules || []);\n\n \t\t// run deferred modules when all chunks ready\n \t\treturn checkDeferredModules();\n \t};\n \tfunction checkDeferredModules() {\n \t\tvar result;\n \t\tfor(var i = 0; i < deferredModules.length; i++) {\n \t\t\tvar deferredModule = deferredModules[i];\n \t\t\tvar fulfilled = true;\n \t\t\tfor(var j = 1; 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@@ -1,21 +0,0 @@
-from setuptools import find_packages, setup
-
-setup(
-    name='eyeballer',
-    version='0.0.1',
-    packages=find_packages(exclude=["tests"]),
-    url='https://github.com/BishopFox/eyeballer',
-    license='GNU General Public License v3.0',
-    author='Daniel Petro',
-    author_email='',
-    description='',
-    install_requires=[
-        'keras',
-        'sklearn',
-        'numpy',
-        'pandas',
-        'matplotlib',
-        'pillow'
-    ],
-    test_requires=[],
-)
@@ -0,0 +1,4 @@
+/*!
+ * Font Awesome Free 5.15.3 by @fontawesome - https://fontawesome.com
+ * License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License)
+ */.fa,.fab,.fad,.fal,.far,.fas{-moz-osx-font-smoothing:grayscale;-webkit-font-smoothing:antialiased;display:inline-block;font-style:normal;font-variant:normal;text-rendering:auto;line-height:1}.fa-lg{font-size:1.33333em;line-height:.75em;vertical-align:-.0667em}.fa-xs{font-size:.75em}.fa-sm{font-size:.875em}.fa-1x{font-size:1em}.fa-2x{font-size:2em}.fa-3x{font-size:3em}.fa-4x{font-size:4em}.fa-5x{font-size:5em}.fa-6x{font-size:6em}.fa-7x{font-size:7em}.fa-8x{font-size:8em}.fa-9x{font-size:9em}.fa-10x{font-size:10em}.fa-fw{text-align:center;width:1.25em}.fa-ul{list-style-type:none;margin-left:2.5em;padding-left:0}.fa-ul>li{position:relative}.fa-li{left:-2em;position:absolute;text-align:center;width:2em;line-height:inherit}.fa-border{border:.08em solid #eee;border-radius:.1em;padding:.2em .25em .15em}.fa-pull-left{float:left}.fa-pull-right{float:right}.fa.fa-pull-left,.fab.fa-pull-left,.fal.fa-pull-left,.far.fa-pull-left,.fas.fa-pull-left{margin-right:.3em}.fa.fa-pull-right,.fab.fa-pull-right,.fal.fa-pull-right,.far.fa-pull-right,.fas.fa-pull-right{margin-left:.3em}.fa-spin{-webkit-animation:fa-spin 2s linear infinite;animation:fa-spin 2s linear infinite}.fa-pulse{-webkit-animation:fa-spin 1s steps(8) infinite;animation:fa-spin 1s steps(8) infinite}@-webkit-keyframes fa-spin{0%{transform:rotate(0deg)}to{transform:rotate(1turn)}}@keyframes fa-spin{0%{transform:rotate(0deg)}to{transform:rotate(1turn)}}.fa-rotate-90{-ms-filter:"progid:DXImageTransform.Microsoft.BasicImage(rotation=1)";transform:rotate(90deg)}.fa-rotate-180{-ms-filter:"progid:DXImageTransform.Microsoft.BasicImage(rotation=2)";transform:rotate(180deg)}.fa-rotate-270{-ms-filter:"progid:DXImageTransform.Microsoft.BasicImage(rotation=3)";transform:rotate(270deg)}.fa-flip-horizontal{-ms-filter:"progid:DXImageTransform.Microsoft.BasicImage(rotation=0, mirror=1)";transform:scaleX(-1)}.fa-flip-vertical{transform:scaleY(-1)}.fa-flip-both,.fa-flip-horizontal.fa-flip-vertical,.fa-flip-vertical{-ms-filter:"progid:DXImageTransform.Microsoft.BasicImage(rotation=2, mirror=1)"}.fa-flip-both,.fa-flip-horizontal.fa-flip-vertical{transform:scale(-1)}:root .fa-flip-both,:root .fa-flip-horizontal,:root .fa-flip-vertical,:root .fa-rotate-90,:root .fa-rotate-180,:root 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Author	SHA1	Message	Date
Dan Petro	71304fe332	Scalability >20k images - removed previews	2021-06-07 10:58:30 -07:00
Dan Petro	c36a277a7c	Update - Look at changelogs from angular branch	2021-05-18 15:10:20 -07:00
Dan Petro	209f0212a4	Bug fixes - Handle invalid images elegantly - Remove start button, do an autostart	2021-05-13 15:00:49 -07:00
Dan Petro	46388d5456	Autostart, no start button	2021-05-12 13:43:53 -07:00
Dan Petro	ccb11a7138	Add eyeballer logo	2021-05-11 16:20:09 -07:00
Dan Petro	c001922e70	Update UI	2021-05-11 16:15:07 -07:00
Dan Petro	16d1bdd72a	Fix absolute pathing, github io doesn't like it	2021-05-10 10:48:51 -07:00
Dan Petro	ee9af66a1e	Fix invalid href base	2021-05-10 10:43:29 -07:00
Dan Petro	b463e9fb9a	Remove unnecessary files	2021-05-10 10:43:13 -07:00
Dan Petro	005df6d2f4	Initial commit of eyeballer github io page	2021-05-10 10:35:21 -07:00
Dan Petro	aaa1d206ba	Initial angular webui code	2021-05-10 10:25:46 -07:00
Dan Petro	79b6f9f808	Fix typo in readme	2021-04-27 11:38:43 -07:00
Dan Petro	19cbae58e5	Added performance stats to readme	2021-04-27 11:32:53 -07:00
Dan Petro	a390bf5644	Documentation for v3.0 training data	2021-04-22 14:01:04 -07:00
Dan Petro	92738b16a4	Add verify util script	2021-04-21 16:23:30 -07:00
Dan Petro	361b47bea8	Change resizer script to properly resize to 224x224, not 224x140	2021-04-21 08:22:57 -07:00
Dan Petro	616116d9a2	Documentation for parked domains	2021-04-20 15:28:52 -07:00
Dan Petro	ecef89c4f9	Add extra field in prebuilt html template for parked domains	2021-04-20 14:46:29 -07:00
Dan Petro	818166f607	Support parked domains in the code	2021-04-02 13:56:46 -07:00
Dan Petro	c50eae4dc4	Update readme with pretrained weights instructions	2021-03-01 16:49:40 -07:00
Dan Petro	3c8e161f82	Updated readme to say correct pretrained network name	2021-03-01 13:59:46 -07:00
Dan Petro	3b39a0c244	Merge branch 'application-label'	2021-03-01 13:57:53 -07:00
Dan Petro	42a4d6d037	Change readme dropbox link to v2 images/labels/pretrained model	2021-03-01 13:53:33 -07:00
Dan Petro	c8eec3de4a	Change name in HTML output file to "webapp"	2021-02-22 13:03:37 -07:00
Dan Petro	28234dac76	Trying logo again	2021-02-18 16:16:00 -07:00
Dan Petro	bb46582e74	Minor logo readme fix	2021-02-18 16:15:07 -07:00
Dan Petro	33086f2f78	Add logo to readme	2021-02-18 16:13:46 -07:00
Dan Petro	a3be157768	Change name from homepage to webapp	2021-02-18 14:51:16 -07:00
Dan Petro	8703982fe0	Readme clarification on label meanings	2021-02-12 11:51:34 -07:00
Dan Petro	c90d90c07c	Removed some commented code	2021-02-11 11:33:10 -07:00
Dan Petro	87e7ce3741	Fix bug where predict woulnd't load model from file - Update some minor API things to not use deprecated features	2021-02-11 11:13:27 -07:00
Dan Petro	ba6d6f0f49	Remove deprecated fit_generator() in tf2.0	2021-02-05 16:12:17 -07:00
Dan Petro	99fd136a0d	Moved label init so that it's not necessary for prediction - IE: So you don't need a labels.csv file if you just want to use a pretrained model	2021-02-04 15:50:20 -07:00
Dan Petro	b7063bc517	De-lint, gitignore	2021-02-04 15:18:54 -07:00
Pi Esposito	b031377f83	Added tensorboard callback for later visualization	2021-02-04 14:30:59 -07:00
Dan Petro	b6e1f630f5	TF 2.0 is default now, so remove warning from readme	2021-02-04 14:27:27 -07:00
Dan Petro	08b452b798	Update requirements to mainline tensorflow - 2.0 is live now! yay!	2019-10-22 15:13:44 -07:00
Dan Petro	667b44430d	Removed debug print - Accidentally left in	2019-08-15 11:42:45 -07:00
Dan Petro	f0f7c81fe6	Added example images to the readme	2019-08-14 13:53:56 -07:00
Dan Petro	e1bbcbd2a0	Removed some dangling keras references in the code - Accidentally left some in I guess	2019-08-14 10:45:05 -07:00
Dan Petro	0879c1e1eb	Updated readme to have pretrained network info	2019-08-06 16:02:58 -07:00
Dan Petro	496bd6fb86	Updated readme with more info	2019-08-06 14:44:04 -07:00
Dan Petro	66dbb9c1d7	Removed unused unit test files	2019-08-06 14:43:42 -07:00
Dan Petro	1eafce6f7c	Fix for progress bar error - Also added a quiet mode for the progress bar	2019-08-05 10:50:10 -07:00
Dan Petro	39ca494295	More prediction unit tests	2019-07-26 15:51:42 -07:00
Dan Petro	7db3c60ed8	Added some unit tests - All prediction tests	2019-07-26 15:12:25 -07:00
Dan Petro	9023c0ee9f	Minor readme changes	2019-07-17 10:37:31 -07:00
Dan Petro	03ebc806fd	Added threshold option to heatmap generation	2019-07-17 10:36:29 -07:00
Dan Petro	9cff8c45a3	Changed images directory to "images/" from "images_224x224/" - You can have whatever size you want	2019-07-02 14:12:16 -07:00
Dan Petro	3bdaf3cd1d	Moved back to MobileNet v1 - v2 had bad performance. Don't know why yet.	2019-07-01 14:07:07 -07:00
Dan Petro	09ec368c1a	Set pretrained layer back to trainable	2019-07-01 12:22:21 -07:00
Dan Petro	35e70e2fe6	Working build with tf.keras and tf2.0 - Was actually quite easy	2019-07-01 12:19:26 -07:00
Dan Petro	7bc9028a21	Removed Kera's predict generator, added a progress bar - You don't need a folder within a folder anymore - predict_generator was just so terrible - Added a dependency, but it's not bad	2019-06-26 10:51:59 -07:00
Dan Petro	afa04ea941	Delinted and did a minor restructure of html_output branch	2019-06-25 13:43:59 -07:00
Dan Petro	58a6470fd0	Merge branch 'html_output' of github.com:BishopFox/eyeballer into html_output	2019-06-25 09:58:59 -07:00
Gargz	1213c5d3f1	Got rid of html_support and added paging	2019-06-19 17:31:19 -04:00
Gargz	a800cf3a7d	Implementing "threshold" argument and making code a little more readable.	2019-06-08 10:45:15 -04:00
Gargz	5ce908d705	Merge branch 'master' into html_output	2019-06-07 18:48:33 -04:00
Dan Petro	3e5e264b0b	Merge branch 'master' into html_output	2019-06-07 15:35:29 -07:00
Dan Petro	3c889db3a5	Changed prediction to use a generator	2019-06-07 15:34:44 -07:00
Dan Petro	bb9a19cc71	Removed f-strings - Python 3.6 is apparently not widely supported yet. - Pain to get on ubuntu 16.04 machines - I'd be willing to put them back once support is wider	2019-06-07 12:47:03 -07:00
Gargz	b34db874ad	Merge branch 'html_output' of github.com:BishopFox/eyeballer into html_output	2019-06-07 12:57:23 -04:00
Gargz	3da98259e4	Prettifying CSS \| Clearing Debug Output \| Adjusting HTML	2019-06-07 12:56:03 -04:00
Gargz	2735722db3	Prettifying CSS \| Clearing Debug Output \| Adjusting HTML	2019-06-07 12:51:18 -04:00
Dan Petro	13a64aad60	Added secondary GPU requirements.txt	2019-06-07 09:34:17 -07:00
Dan Petro	52578f36b4	Updated Readme	2019-06-06 17:06:42 -07:00
Dan Petro	5da4011ead	Cleaned up setup process and re-org'd some things - Moved the eyeballer.py script to the main directory - Got rid of setup.py - Deleted Makefile - Added a requirements.txt - We don't want to be a module. Eyeballer is an app. - Virtual environments are miserable and break all the damn time	2019-06-06 16:56:20 -07:00
Dan Petro	090ef2e39e	Fixed bug where DataFrameIterator didn't have a "data" attribute - Honestly I don't know how this ever worked... baffling	2019-06-06 16:37:21 -07:00
root	6a5902ad60	Adding HTML Output Support for Predictions	2019-06-06 18:08:11 -04:00
Dan Petro	a9a94ffa30	Merge branch 'test_cases'	2019-05-21 13:43:03 -07:00
Dan Petro	0cff91ba67	Changed dependency to tensorflow-gpu in the conda setup - You probably wanted the GPU version	2019-05-20 09:17:25 -07:00
Dan Petro	7893a93545	de-linted	2019-05-17 15:03:34 -07:00
Dan Petro	ea2dfec47e	Removed extraneous print statement	2019-05-17 14:13:38 -07:00
Jake Miller	3fb5a3841b	Re-org'd project, build-system, and added tests	2019-05-17 15:24:59 -04:00
Dan Petro	ca3b280217	Add evaluation metrics for the "none of the above" data	2019-05-16 16:16:15 -07:00
Dan Petro	66c43d7b0f	Merge branch 'master' into loud_errors	2019-05-15 14:55:23 -07:00
Dan Petro	b2abff1b30	De-linted	2019-05-15 14:50:00 -07:00
Jake Miller	65bb9efa0d	Fail more loudly when model file has an error FileNotFound and invalid models will now throw errors	2019-05-15 11:21:10 -04:00
Dan Petro	bf60fc83d5	Added a readme	2019-05-03 10:14:53 -07:00
Dan Petro	b99cc79406	Merge branch 'master' into heatmaps	2019-05-02 16:49:17 -07:00
Dan Petro	a6b8982d5b	Added support for creating prediction heatmaps - "--heatmap" flag under prediction	2019-05-02 16:48:31 -07:00
Dan Petro	df3c0b968d	Merge branch 'interrupt_evaluator'	2019-04-30 13:56:00 -07:00
Dan Petro	001061f639	Removed unused variable	2019-04-30 13:55:39 -07:00
Dan Petro	18d66608aa	Linter exception for matplotlib	2019-04-30 10:41:04 -07:00
Jake Miller	14eece1b52	Evaluator can be stopped early and output results Callback object contains intermediate results from evaluator function and will output results if user sends a keyboard interrupt.	2019-04-30 12:41:00 -04:00
Jake Miller	4ac2f8a108	Changed dependency mgmt from setup.py to pip	2019-04-30 12:17:18 -04:00
Jake Miller	6ff06d3031	Removed matplotlib tkinter dependency	2019-04-30 11:25:10 -04:00
Dan Petro	b95054b2c9	Fixed bug with predicting on single files - Needed to properly join paths	2019-04-24 09:27:18 -07:00
Dan Petro	e856d68bf6	Add support for predicting on directories - Outputs a csv	2019-04-17 15:09:37 -07:00
Dan Petro	b450c1e70a	Made graphs output into a graphs/ folder	2019-04-17 13:24:56 -07:00
Dan Petro	40a8016b52	Minor code cleanup - Removed an unused function - Made one private	2019-04-16 17:02:18 -07:00
Dan Petro	2b33faed53	Merge branch 'save-histograms'	2019-04-16 17:00:55 -07:00
Dan Petro	96633f3306	Code cleanups around histogram creation	2019-04-16 16:55:53 -07:00
Dan Petro	de040a8f05	De-lint code	2019-04-16 15:54:46 -07:00
Dan Petro	116978b29b	Added advanced image augmentation - random minor color changes - random contrast change - brightness - occlusion	2019-04-16 14:58:33 -07:00
bfgstroy	7525e8a5ba	Removed code artifact For some weird reason there was a `labels =` in the Eyeballer Class	2019-04-15 14:43:23 -07:00
Dan Petro	e7294b7d61	Fixed evaluate print - Should have said "recall"	2019-04-12 16:49:30 -07:00
Dan Petro	d606a12b47	Add support for "oldlooking" dataset	2019-04-12 16:45:49 -07:00
Dan Petro	ecfb8f5800	Util to convert labelbox CSV to our labels.csv format	2019-04-12 16:45:18 -07:00
bfgstroy	0dbb85df89	Update model.py	2019-04-10 15:02:26 -07:00
bfgstroy	ac47c41d35	Updated save_prediction_histograms() Added function run on every call to evaluation()	2019-04-10 14:59:37 -07:00
Dan Petro	01a12b15f3	Merge pull request #25 from BishopFox/ogtony-patch-1 Update eyeballer.py	2019-04-10 13:57:43 -07:00
Dan Petro	2a94432724	Merge branch 'master' into top-best-top-worst	2019-04-10 13:56:53 -07:00
Dan Petro	041f3447c5	Fixed up top images function interface	2019-04-10 13:50:47 -07:00
Dan Petro	46d0e22e1e	Fixed overall binary accuracy - Uses sklearn's hamming loss	2019-04-10 13:20:45 -07:00
ogtony	178687e563	Update eyeballer.py Fixing comment	2019-04-10 13:04:22 -07:00
Dan Petro	8775887aee	De-lint PR	2019-04-10 13:04:08 -07:00
bfgstroy	ef0d0d8880	Added save_prediction_histograms() Added save_prediction_histograms() function	2019-04-10 12:57:41 -07:00
Dan Petro	495da62f9b	Merge branch 'master' into fix-stats	2019-04-10 12:25:01 -07:00
Dan Petro	8b897adb20	Made format string output 4.2 to print decimal points - XX.YY%	2019-04-10 10:05:33 -07:00
ogtony	94a001e16a	Fixes #19 Stats were being hand calculated when sklearn has all these metrics ready to go	2019-04-09 19:58:07 -07:00
ogtony	ff52e7bd24	Looping over labels is more compact	2019-04-09 18:09:14 -07:00
ogtony	5ce24d80c5	Easier way to format strings.	2019-04-09 17:44:55 -07:00
bfgstroy	911f68f5e8	Added top 10 best and worst predicted images Added top 10 best and worst predicted images to stats in the evaluation method.	2019-04-09 17:35:06 -07:00
Dan Petro	5b917094cc	Added a helper script to reroll a new evaluation set	2019-04-08 16:45:35 -07:00
Dan Petro	0504b7d214	Renamed files so the script you "run" is eyeballer.py	2019-04-08 13:40:16 -07:00
Dan Petro	aae5c70b57	Added a pretty print function to make evaluation results human readable	2019-04-08 13:24:11 -07:00
Dan Petro	5c17693f4d	Add some exceptions for lint	2019-04-08 10:42:24 -07:00
Dan Petro	9e2c7e2e4e	Delinted some minor issues - Minor changes	2019-04-08 10:24:37 -07:00
Dan Petro	bfe2018b1d	Fixed bug where seed coulnd't be recognized as missing - Also added back two missing metrics	2019-04-05 15:48:15 -07:00
Dan Petro	aea03928e0	Merge branch 'master' into stats-to-json	2019-04-05 14:23:54 -07:00
Dan Petro	ddcdf06451	Merge pull request #12 from BishopFox/refactor_out_cli Created Cli using click.	2019-04-05 13:41:37 -07:00
ogtony	ae7636b358	Stats are now generated in a saner way, Label names come from a global configurable (likely move this to a config file later) Stats are outputted as a dict.	2019-04-04 16:36:57 -07:00
ogtony	45c08e0290	Created Cli using click. If seed is unspecified on the cli, it will be randomly generated.	2019-04-04 15:12:53 -07:00
Dan Petro	2aa48b4ff5	Initial commit of utils - Resizer script for mass resizing images	2019-04-04 12:21:17 -07:00
Dan Petro	0859d35b3a	Add brightness data augmentor	2019-04-04 12:14:36 -07:00
Dan Petro	965ce47333	Fixed stupid docstrings	2019-04-03 16:08:54 -07:00
Dan Petro	2f0b3958aa	Added docstrings	2019-04-03 15:28:50 -07:00
Dan Petro	da60cd1844	Merge pull request #5 from BishopFox/setup-py-folder-structure Add setup.py and folder structure	2019-04-03 14:18:41 -07:00
				`@@ -0,0 +1 @@`
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