{"id":13292188,"url":"https://github.com/edezhic/fashion-generator","last_synced_at":"2025-03-10T06:34:11.637Z","repository":{"id":161132800,"uuid":"104044266","full_name":"edezhic/fashion-generator","owner":"edezhic","description":"In-browser GPU-accelerated Generative Adversarial Network trained on Fashion-MNIST dataset (tensorflow + deeplearn.js)","archived":true,"fork":false,"pushed_at":"2018-08-28T07:11:56.000Z","size":20,"stargazers_count":9,"open_issues_count":0,"forks_count":5,"subscribers_count":5,"default_branch":"master","last_synced_at":"2023-05-03T20:31:05.483Z","etag":null,"topics":["browser-game","deep-learning","generative-adversarial-network"],"latest_commit_sha":null,"homepage":"https://towardsdatascience.com/generating-your-own-fashion-line-in-1-click-a8155c0c207","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/edezhic.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":"2017-09-19T07:52:18.000Z","updated_at":"2023-01-11T21:47:47.000Z","dependencies_parsed_at":"2023-05-26T03:31:08.053Z","dependency_job_id":null,"html_url":"https://github.com/edezhic/fashion-generator","commit_stats":null,"previous_names":[],"tags_count":0,"template":null,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/edezhic%2Ffashion-generator","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/edezhic%2Ffashion-generator/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/edezhic%2Ffashion-generator/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/edezhic%2Ffashion-generator/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/edezhic","download_url":"https://codeload.github.com/edezhic/fashion-generator/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":242805763,"owners_count":20187996,"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":["browser-game","deep-learning","generative-adversarial-network"],"created_at":"2024-07-29T17:07:28.936Z","updated_at":"2025-03-10T06:34:11.620Z","avatar_url":"https://github.com/edezhic.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Fashion Generator\n\nGAN model trained in Tensorflow and then ported to browsers using GPU-accelarated framework [deeplearn.js](https://github.com/PAIR-code/deeplearnjs) which is now the core of tensorflow.js\n\nYou can repeat the whole experiment in 3 steps:\n- Run train.\u0026#8203;py to get ./weights folder\n- Build generator.ts \n- Run node server and open index.html\n- You are awesome!\n\n\n##### ./model contents:\n-  train.\u0026#8203;py - creates and trains the model, saves generator weights\n-  GAN.\u0026#8203;py - model definition (originated from [this repo](https://github.com/hwalsuklee/tensorflow-generative-model-collections))\n-  yellowfin.\u0026#8203;py - powerful custom TF optimizer, [original repo](https://github.com/JianGoForIt/YellowFin). Not really required, just a nice thing. \n-  ops.\u0026#8203;py and utils.\u0026#8203;py  - simplified TF operations and other utility functions\n\n##### ./browser contents:\n- generator.ts - downloads weights and defines generator model\n- index.html - simple wrapper\n- other configs\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fedezhic%2Ffashion-generator","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fedezhic%2Ffashion-generator","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fedezhic%2Ffashion-generator/lists"}