{"id":15132698,"url":"https://github.com/gitgoap/defogify","last_synced_at":"2025-08-17T21:15:31.039Z","repository":{"id":255953162,"uuid":"853966113","full_name":"gitgoap/DeFogify","owner":"gitgoap","description":"Dehaze input images/ video","archived":false,"fork":false,"pushed_at":"2025-02-15T12:48:47.000Z","size":16590,"stargazers_count":11,"open_issues_count":1,"forks_count":15,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-08-10T00:56:45.284Z","etag":null,"topics":["gradio-interface","huggingface-spaces","open-cv","python3"],"latest_commit_sha":null,"homepage":"https://huggingface.co/spaces/MLap/deFogify","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/gitgoap.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2024-09-08T03:09:55.000Z","updated_at":"2025-07-29T13:56:57.000Z","dependencies_parsed_at":"2024-09-08T04:24:41.399Z","dependency_job_id":"657ea622-6cad-4cce-be9c-3efb5b42a21c","html_url":"https://github.com/gitgoap/DeFogify","commit_stats":{"total_commits":10,"total_committers":1,"mean_commits":10.0,"dds":0.0,"last_synced_commit":"a448e7146bd291a55760d527f7dc8124d6552cae"},"previous_names":["gitgoap/defogify"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/gitgoap/DeFogify","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/gitgoap%2FDeFogify","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/gitgoap%2FDeFogify/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/gitgoap%2FDeFogify/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/gitgoap%2FDeFogify/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/gitgoap","download_url":"https://codeload.github.com/gitgoap/DeFogify/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/gitgoap%2FDeFogify/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":270907430,"owners_count":24665962,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","status":"online","status_checked_at":"2025-08-17T02:00:09.016Z","response_time":129,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["gradio-interface","huggingface-spaces","open-cv","python3"],"created_at":"2024-09-26T04:22:22.091Z","updated_at":"2025-08-17T21:15:31.030Z","avatar_url":"https://github.com/gitgoap.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"## Overview\n\nThis 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``\nThe 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.\n\n## [Research Paper](https://ieeexplore.ieee.org/document/5567108)\n\n## Introduction\n\nHaze removal is essential for enhancing image clarity and visibility in outdoor scenes, improving the performance of vision-based applications.\n\n## Features\n\n- **Single Image Dehazing**  \n  Process one image at a time to remove haze and bring out hidden details using the Dark Channel Prior.\n- **Bulk Image Dehazing**  \n  Process multiple images simultaneously. This feature is perfect for efficiently dehazing an entire batch of images.\n- **Video Dehazing**  \n  Dehaze video files by processing each frame individually to ensure a clear and detailed output even for moving visual content.\n\n\n\n\n\n### Before and After Examples\n\n| Original Image | Dehazed Image |\n|----------------|---------------|\n| \u003cimg src=\"https://github.com/user-attachments/assets/efe6e3c9-2d50-43d8-9218-beb2dbd9fd83\" height=\"300\"\u003e | \u003cimg src=\"https://github.com/user-attachments/assets/657268d3-7c28-4c13-ad85-c97fdf1fa2e0\" height=\"300\"\u003e |\n| \u003cimg src=\"https://github.com/user-attachments/assets/e16e378c-7ebd-4dff-8d6b-d9aef5ab644f\" height=\"300\"\u003e | \u003cimg src=\"https://github.com/user-attachments/assets/ac08593d-2579-4496-bb64-a9b48ed7b4d4\" height=\"300\"\u003e |\n| \u003cimg src=\"https://github.com/user-attachments/assets/870fcd06-28ac-4c15-b5c2-03e05f515321\" height=\"300\"\u003e | \u003cimg src=\"https://github.com/user-attachments/assets/e898ee3f-662a-441a-b38f-2362291931df\" height=\"300\"\u003e |\n\n## Live Demo\n\nTry the dehazing app live at ``Hugging Face``:\n\n[Visit DeFogify in 🤗 space](https://huggingface.co/spaces/MLap/deFogify)\n\n## Installation\n\nEnsure you have the required Python packages installed. Dependencies are listed in the `requirements.txt` file.\n\nTo install the required packages, use:\n\n```bash\npip install -r requirements.txt\n```\n\nFor Ubuntu/Debian-based systems, also install:\n\n```bash\nsudo apt-get update\nsudo apt-get install libgl1-mesa-glx\n```\n\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fgitgoap%2Fdefogify","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fgitgoap%2Fdefogify","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fgitgoap%2Fdefogify/lists"}