[PR #806] [CLOSED] Add Adaptive Image Enhancer plugin #1192

New Issue

2026-02-22T17:50:54-05:00

yindo commented

2026-02-22 17:50:54 -05:00

📋 Pull Request Information

Original PR: https://github.com/langgenius/dify-plugins/pull/806
Author: @rahullvahull
Created: 6/28/2025
Status: ❌ Closed

Base: main ← Head: main

📝 Commits (3)

007de08 Create image enhancer
707afc9 Add files via upload
4bc13b8 Add files via upload

📊 Changes

3 files changed (+166 additions, -0 deletions)

View changed files

➕ adaptive_image_enhancer.difypkg (+0 -0)
➕ css_gradient.difypkg (+0 -0)
➕ image enhancer (+166 -0)

📄 Description

Plugin Submission Form

1. Metadata

Plugin Author: rahulbarma
Plugin Name: adaptive_image_enhancer
Repository URL: https://github.com/raahull46/dify-plugins

2. Submission Type

New plugin submission
Version update for existing plugin

3. Description

Adaptive Image Enhancer is a context-aware image enhancement plugin that automatically detects image types (document, nature, general) and applies specialized processing for optimal results.

Key Features:

Context-aware processing: Automatically detects document, nature, or general content and applies specialized enhancement algorithms
2x Super-resolution: Upscales images using advanced bicubic interpolation
Local processing: No cloud dependency - all processing occurs locally for privacy and speed
Fast performance: Handles 1080p images in <500ms with <512MB memory usage
Specialized enhancement: Document images get text clarity improvements, nature images get color enhancement, general images get balanced processing

Technical Implementation:

Built with Python 3.12, OpenCV, Pillow, and NumPy
Context detection using computer vision techniques (edge detection, text density analysis)
Comprehensive error handling and input validation
GDPR and CCPA compliant privacy policy included

Value Proposition:
This plugin brings significant value by providing professional-quality image enhancement with zero privacy concerns, no external API costs, and intelligent context-aware processing that outperforms generic AI tools. It's particularly valuable for document processing, content creation, and AI workflows where image quality is critical.

4. Checklist

I have read and followed the Publish to Dify Marketplace guidelines
I have read and comply with the Plugin Developer Agreement
I confirm my plugin works properly on both Dify Community Edition and Cloud Version
I confirm my plugin has been thoroughly tested for completeness and functionality
My plugin brings new value to Dify

5. Documentation Checklist

Please confirm that your plugin README includes all necessary information:

Step-by-step setup instructions
- Clear installation instructions: "Install the plugin from the Dify marketplace. No configuration required - works out of the box."
Detailed usage instructions
- Complete parameter documentation with types and descriptions
- Multiple usage examples for different scenarios
- Detailed output format specification with metrics
All required APIs and credentials are clearly listed
- Explicitly states: "No external credentials required - all processing is local"
- No API keys or external services needed
Connection requirements and configuration details
- Clear statement: "Local processing - no network calls or external dependencies"
- Memory and performance requirements specified
Link to the repository for the plugin source code
- Source code included in the plugin package
- All code is open and reviewable

6. Privacy Protection Information

Based on Dify Plugin Privacy Protection Guidelines:

Data Collection

No personal data collection: This plugin does not collect any user personal data.

Data Processing Details:

Images: Base64-encoded images are processed locally in memory only
Processing parameters: Context override settings and output quality preferences (non-personal)
Usage metrics: Processing time, file sizes, and enhancement statistics (non-personal)

What is NOT collected:

Personal identification information
User account details
IP addresses or location data
Browsing history or preferences
Any data beyond the images submitted for processing

Privacy Safeguards:

All processing occurs locally on the user's system
No images are uploaded to external servers
No data is permanently stored
All temporary data is automatically cleared after processing
No network transmission of image content

Privacy Policy

I confirm that I have prepared and included a privacy policy in my plugin package based on the Plugin Privacy Protection Guidelines

Privacy Policy Details:

Comprehensive privacy policy included in PRIVACY.md
Covers data collection, processing, retention, and security measures
GDPR and CCPA compliant
Details local processing architecture and data flow
Explains user rights and data control measures

_{🔄 This issue represents a GitHub Pull Request. It cannot be merged through Gitea due to API limitations.}

## 📋 Pull Request Information **Original PR:** https://github.com/langgenius/dify-plugins/pull/806 **Author:** [@rahullvahull](https://github.com/rahullvahull) **Created:** 6/28/2025 **Status:** ❌ Closed **Base:** `main` ← **Head:** `main` --- ### 📝 Commits (3) - [`007de08`](https://github.com/langgenius/dify-plugins/commit/007de08f08a0808f5e2a3d3946098860c8f5de85) Create image enhancer - [`707afc9`](https://github.com/langgenius/dify-plugins/commit/707afc91fd14816fcaa5e8b7bda71c221988d168) Add files via upload - [`4bc13b8`](https://github.com/langgenius/dify-plugins/commit/4bc13b81383122496950dd8d8b1422c1a8058a4a) Add files via upload ### 📊 Changes **3 files changed** (+166 additions, -0 deletions) <details> <summary>View changed files</summary> ➕ `adaptive_image_enhancer.difypkg` (+0 -0) ➕ `css_gradient.difypkg` (+0 -0) ➕ `image enhancer` (+166 -0) </details> ### 📄 Description # Plugin Submission Form ## 1. Metadata  - **Plugin Author**: rahulbarma - **Plugin Name**: adaptive_image_enhancer - **Repository URL**: https://github.com/raahull46/dify-plugins ## 2. Submission Type - [x] New plugin submission - [ ] Version update for existing plugin ## 3. Description  **Adaptive Image Enhancer** is a context-aware image enhancement plugin that automatically detects image types (document, nature, general) and applies specialized processing for optimal results. **Key Features:** - **Context-aware processing**: Automatically detects document, nature, or general content and applies specialized enhancement algorithms - **2x Super-resolution**: Upscales images using advanced bicubic interpolation - **Local processing**: No cloud dependency - all processing occurs locally for privacy and speed - **Fast performance**: Handles 1080p images in <500ms with <512MB memory usage - **Specialized enhancement**: Document images get text clarity improvements, nature images get color enhancement, general images get balanced processing **Technical Implementation:** - Built with Python 3.12, OpenCV, Pillow, and NumPy - Context detection using computer vision techniques (edge detection, text density analysis) - Comprehensive error handling and input validation - GDPR and CCPA compliant privacy policy included **Value Proposition:** This plugin brings significant value by providing professional-quality image enhancement with zero privacy concerns, no external API costs, and intelligent context-aware processing that outperforms generic AI tools. It's particularly valuable for document processing, content creation, and AI workflows where image quality is critical. ## 4. Checklist - [x] I have read and followed the Publish to Dify Marketplace guidelines - [x] I have read and comply with the Plugin Developer Agreement - [x] I confirm my plugin works properly on both Dify Community Edition and Cloud Version - [x] I confirm my plugin has been thoroughly tested for completeness and functionality - [x] My plugin brings new value to Dify ## 5. Documentation Checklist Please confirm that your plugin README includes all necessary information: - [x] Step-by-step setup instructions - Clear installation instructions: "Install the plugin from the Dify marketplace. No configuration required - works out of the box." - [x] Detailed usage instructions - Complete parameter documentation with types and descriptions - Multiple usage examples for different scenarios - Detailed output format specification with metrics - [x] All required APIs and credentials are clearly listed - Explicitly states: "No external credentials required - all processing is local" - No API keys or external services needed - [x] Connection requirements and configuration details - Clear statement: "Local processing - no network calls or external dependencies" - Memory and performance requirements specified - [x] Link to the repository for the plugin source code - Source code included in the plugin package - All code is open and reviewable ## 6. Privacy Protection Information Based on Dify Plugin Privacy Protection [Guidelines](https://docs.dify.ai/plugins/publish-plugins/publish-to-dify-marketplace/plugin-privacy-protection-guidelines): ### Data Collection  **No personal data collection**: This plugin does not collect any user personal data. **Data Processing Details:** - **Images**: Base64-encoded images are processed locally in memory only - **Processing parameters**: Context override settings and output quality preferences (non-personal) - **Usage metrics**: Processing time, file sizes, and enhancement statistics (non-personal) **What is NOT collected:** - Personal identification information - User account details - IP addresses or location data - Browsing history or preferences - Any data beyond the images submitted for processing **Privacy Safeguards:** - All processing occurs locally on the user's system - No images are uploaded to external servers - No data is permanently stored - All temporary data is automatically cleared after processing - No network transmission of image content ### Privacy Policy - [x] I confirm that I have prepared and included a privacy policy in my plugin package based on the Plugin Privacy Protection Guidelines **Privacy Policy Details:** - Comprehensive privacy policy included in `PRIVACY.md` - Covers data collection, processing, retention, and security measures - GDPR and CCPA compliant - Details local processing architecture and data flow - Explains user rights and data control measures --- <sub>🔄 This issue represents a GitHub Pull Request. It cannot be merged through Gitea due to API limitations.</sub>

yindo added the pull-request label 2026-02-22 17:50:54 -05:00

yindo closed this issue

2026-02-22 17:50:55 -05:00

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Reference: langgenius/dify-plugins#1192