{"id":19321221,"url":"https://github.com/djdefrag/nicescaler","last_synced_at":"2025-06-22T21:36:11.116Z","repository":{"id":44358033,"uuid":"459490615","full_name":"Djdefrag/NiceScaler","owner":"Djdefrag","description":"NiceScaler - image/video deeplearning upscaler (OpenCV)","archived":false,"fork":false,"pushed_at":"2023-08-10T06:31:16.000Z","size":494,"stargazers_count":125,"open_issues_count":4,"forks_count":8,"subscribers_count":5,"default_branch":"main","last_synced_at":"2025-04-22T19:44:27.812Z","etag":null,"topics":["amd","gui","intel","nvidia","opencv","python","super-resolution","windows"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/Djdefrag.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":".github/FUNDING.yml","license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null},"funding":{"github":null,"patreon":null,"open_collective":null,"ko_fi":null,"tidelift":null,"community_bridge":null,"liberapay":null,"issuehunt":null,"otechie":null,"lfx_crowdfunding":null,"custom":["https://www.paypal.com/paypalme/jjstd/5","https://jangystudio.itch.io/nicescaler"]}},"created_at":"2022-02-15T08:26:10.000Z","updated_at":"2025-04-17T02:05:42.000Z","dependencies_parsed_at":"2024-01-15T16:28:39.329Z","dependency_job_id":"1930dd6f-580d-4780-b364-8d21dd68077f","html_url":"https://github.com/Djdefrag/NiceScaler","commit_stats":null,"previous_names":[],"tags_count":11,"template":false,"template_full_name":null,"purl":"pkg:github/Djdefrag/NiceScaler","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Djdefrag%2FNiceScaler","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Djdefrag%2FNiceScaler/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Djdefrag%2FNiceScaler/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Djdefrag%2FNiceScaler/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Djdefrag","download_url":"https://codeload.github.com/Djdefrag/NiceScaler/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Djdefrag%2FNiceScaler/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":261373443,"owners_count":23148915,"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","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":["amd","gui","intel","nvidia","opencv","python","super-resolution","windows"],"created_at":"2024-11-10T01:36:09.426Z","updated_at":"2025-06-22T21:36:06.095Z","avatar_url":"https://github.com/Djdefrag.png","language":"Python","funding_links":["https://www.paypal.com/paypalme/jjstd/5","https://jangystudio.itch.io/nicescaler"],"categories":[],"sub_categories":[],"readme":"\u003cdiv align=\"center\"\u003e\n    \u003cbr\u003e\n    \u003cimg src=\"https://github.com/Djdefrag/NiceScaler/blob/main/Assets/logo.png\" width=\"175\"\u003e \u003c/a\u003e \n    \u003cbr\u003e\u003cbr\u003e Image/Video deeplearning upscaler app for Windows (OpenCV) \u003cbr\u003e\u003cbr\u003e\n    \u003ca href=\"https://github.com/Djdefrag/NiceScaler/releases\"\u003e\n         \u003cimg src=\"https://user-images.githubusercontent.com/86362423/162710522-c40c4f39-a6b9-48bc-84bc-1c6b78319f01.png\" width=\"200\"\u003e\n    \u003c/a\u003e\n\u003c/div\u003e\n\u003cbr\u003e\n\u003cdiv align=\"center\"\u003e\n    \u003cimg src=\"https://user-images.githubusercontent.com/32263112/229338163-8ee5fdd3-1a42-48b9-904c-35aaded31080.PNG\"\u003e \u003c/a\u003e \n\u003c/div\u003e\n\n## Credits.\nESPCN   (https://arxiv.org/pdf/1609.05158.pdf)\n\nFSRCNN  (https://arxiv.org/pdf/1608.00367.pdf)\n\nLapSRN  (https://arxiv.org/pdf/1710.01992.pdf)\n\n## How is made.\nNiceScaler is completely written in Python, from backend to frontend. External packages are:\n- [ ] AI  -\u003e OpenCV\n- [ ] GUI -\u003e Tkinter / Tkdnd / Sv_ttk / Win32mica\n- [ ] Image/video -\u003e OpenCV / Moviepy\n- [ ] Packaging   -\u003e Pyinstaller\n\n## Requirements\n- [ ] Windows 11 / Windows 10\n- [ ] RAM \u003e= 8Gb\n- [ ] OpenCL compatible gpu\n- [ ] CPU\n\n## Features.\n- [x] Easy to use GUI\n- [x] Image/list of images upscale\n- [x] Video upscale\n- [x] Drag\u0026drop files [image/multiple images/video]\n- [x] Different upscale factors:\n    - [x] x2   - 500x500px -\u003e 1000x1000px\n    - [x] x4   - 500x500px -\u003e 2000x2000px\n- [x] Cpu and Gpu backend\n- [x] Compatible images - png, jpeg, bmp, webp, tif  \n- [x] Compatible video  - mp4, wemb, gif, mkv, flv, avi, mov, qt \n\n## Next steps.\n- [x] New GUI with Windows 11 style\n- [x] Include audio for upscaled video\n- [ ] Update libraries \n    - [x] Python 3.10 (expecting ~10% more performance) \n    - [ ] Python 3.11 (expecting ~30% more performance, now in beta)\n\n## Known bugs.\n- [ ] GPU upscaling does not work correctly with some gpus (use CPU instead)\n- [ ] When running NiceScaler as Administrator, drag\u0026drop is not working\n\n\n## Example. \n\n![Original](https://github.com/Djdefrag/NiceScaler/assets/32263112/6aaf2f4c-2a33-415c-94cb-2b60ae60650d)\n\n\n\n\n \n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdjdefrag%2Fnicescaler","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdjdefrag%2Fnicescaler","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdjdefrag%2Fnicescaler/lists"}