https://github.com/gitgoap/defogify

Dehaze input image
https://github.com/gitgoap/defogify

gradio-interface huggingface numpy open-cv python3

Last synced: 16 days ago
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Dehaze input image

• Host: GitHub
• URL: https://github.com/gitgoap/defogify
• Owner: gitgoap
• Created: 2024-09-08T03:09:55.000Z (2 months ago)
• Default Branch: main
• Last Pushed: 2024-09-08T06:08:50.000Z (2 months ago)
• Last Synced: 2024-10-31T13:04:33.644Z (16 days ago)
• Topics: gradio-interface, huggingface, numpy, open-cv, python3
• Language: Python
• Homepage: https://huggingface.co/spaces/MLap/deFogify
• Size: 872 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        


## Overview

This project implements a single-image haze removal technique using the Dark Channel Prior, as described in the research paper: ``Single Image Haze Removal Using Dark Channel Prior``

The dehazing algorithm is designed to enhance the quality of images affected by haze. This method is effective for various applications in image processing where haze reduction is required.

## [Research Paper](https://ieeexplore.ieee.org/document/5567108)

## Demo 



``Dehazed Image``





``Dehazed Image``





``Dehazed Image``



## Live Demo

You can try the dehazing app live at ``Hugging Face``:

[Visit DeFogify in 🤗 space](https://huggingface.co/spaces/MLap/deFogify)

## Installation

Ensure you have the required Python packages installed. You can find the dependencies listed in the `requirements.txt` file.

To install the required packages, use:

```bash

pip install -r requirements.txt

```