{"id":13935054,"url":"https://github.com/awjuliani/Pix2Pix-Film","last_synced_at":"2025-07-19T20:30:32.436Z","repository":{"id":104832964,"uuid":"78691082","full_name":"awjuliani/Pix2Pix-Film","owner":"awjuliani","description":"An implementation of Pix2Pix in Tensorflow for use with frames from films","archived":false,"fork":false,"pushed_at":"2017-03-26T18:10:22.000Z","size":444,"stargazers_count":166,"open_issues_count":1,"forks_count":40,"subscribers_count":19,"default_branch":"master","last_synced_at":"2024-11-17T14:12:05.202Z","etag":null,"topics":["gan","pix2pix","tensorflow"],"latest_commit_sha":null,"homepage":null,"language":"Jupyter Notebook","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/awjuliani.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"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}},"created_at":"2017-01-11T23:59:43.000Z","updated_at":"2024-09-16T08:45:51.000Z","dependencies_parsed_at":null,"dependency_job_id":"a03479bf-bd48-40aa-8507-6e1ddb640132","html_url":"https://github.com/awjuliani/Pix2Pix-Film","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/awjuliani%2FPix2Pix-Film","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/awjuliani%2FPix2Pix-Film/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/awjuliani%2FPix2Pix-Film/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/awjuliani%2FPix2Pix-Film/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/awjuliani","download_url":"https://codeload.github.com/awjuliani/Pix2Pix-Film/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":226666492,"owners_count":17665038,"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":["gan","pix2pix","tensorflow"],"created_at":"2024-08-07T23:01:22.418Z","updated_at":"2025-07-19T20:30:32.428Z","avatar_url":"https://github.com/awjuliani.png","language":"Jupyter Notebook","funding_links":[],"categories":["Jupyter Notebook","Table of Contents"],"sub_categories":[],"readme":"# Pix2Pix-Film\n![alt text](./header.png)\n\nAn implementation of [Pix2Pix](https://arxiv.org/abs/1611.07004) in Tensorflow for use with colorizing and increasing the field of view in frames from classic films. For more information, see my [Medium Post](https://medium.com/p/f4d551fa0503) on the project.\n\nPretrained model available [here](https://drive.google.com/open?id=0B8x0IeJAaBccNFVQMkQ0QW15TjQ). It was trained using Alfred Hitchcock films, so it generalizes best to similar movies.\n\nTo generate frames, use `ffmpeg` to resize and create `.png` frames from video.\n\n* To resize video: `ffmpeg -strict -2 -i input.mp4 -vf scale=256:144 output.mp4 -strict -2`\n\n* To generate frames: ` ffmpeg -i output.mp4 -vf fps=10 ./frames/out%6d.png`\n\nIn order to 'remaster' frames, run Pix2Pix iPython notebook.\n\nTo convert 'remastered' frames  back into a video, use:\n`ffmpeg -framerate 10 -i frame%01d.png -c:v libx264 -r 30 -pix_fmt yuv420p out.mp4`\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fawjuliani%2FPix2Pix-Film","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fawjuliani%2FPix2Pix-Film","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fawjuliani%2FPix2Pix-Film/lists"}