{"id":16388246,"url":"https://github.com/tlesort/generative_training","last_synced_at":"2025-10-18T23:02:36.806Z","repository":{"id":78327671,"uuid":"104362967","full_name":"TLESORT/Generative_Training","owner":"TLESORT","description":null,"archived":false,"fork":false,"pushed_at":"2018-07-04T11:44:19.000Z","size":10194,"stargazers_count":3,"open_issues_count":0,"forks_count":0,"subscribers_count":4,"default_branch":"master","last_synced_at":"2025-01-03T10:11:45.804Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"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/TLESORT.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":"2017-09-21T15:04:14.000Z","updated_at":"2018-10-26T12:49:58.000Z","dependencies_parsed_at":"2023-03-12T04:08:46.460Z","dependency_job_id":null,"html_url":"https://github.com/TLESORT/Generative_Training","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/TLESORT%2FGenerative_Training","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/TLESORT%2FGenerative_Training/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/TLESORT%2FGenerative_Training/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/TLESORT%2FGenerative_Training/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/TLESORT","download_url":"https://codeload.github.com/TLESORT/Generative_Training/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":240190949,"owners_count":19762594,"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":[],"created_at":"2024-10-11T04:28:40.929Z","updated_at":"2025-10-18T23:02:36.740Z","avatar_url":"https://github.com/TLESORT.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Training Discriminative Models to Evaluate Generative Ones\n\n\n\u003ctable width=\"500\" cellpadding=\"5\"\u003e\n\u003ctr\u003e\n  \n  \u003ctd align=\"center\" valign=\"center\"\u003e\n    \u003cimg src=\"./Figures_Paper/mnist_diagram.png\" width=\"400\" alt=\"description here\"\u003e\n  \u003cbr /\u003e\n  Mnist Results.\n  \u003c/td\u003e\n  \u003ctd align=\"center\" valign=\"center\"\u003e\n    \u003cimg src=\"./Figures_Paper/fashion-mnist_diagram.png\" width=\"400\"\u003e\n  \u003cbr /\u003e\n  Fashion-Mnist results.\n  \u003c/td\u003e\n\n\u003c/tr\u003e\n\n\u003c/table\u003e\n\n\n## Instruction\n\nThe version of the code used for the paper is : [This One](https://github.com/TLESORT/Generative_Training/tree/dc332d4061f9a2cc3c1adae93d31ca0abf847b77)\n\n\nTo reproduce results from the paper execute :\n\n```\ncd script\n./test_todo.sh\n```\n\nHowever be carefull before launching it. to reproduce the whole results you will need long time. With a single GPU I think you will need at least two or three weeks ....\n\n\n\n# Code Inspired by Github Repo\n\nGAN : [pytorch-generative-model-collections](https://github.com/znxlwm/pytorch-generative-model-collections) \u003cbr\u003e\nMnist Classifier : [Pytorch Example](https://github.com/pytorch/examples/tree/master/mnist) \u003cbr\u003e\ncifar10 (model):[Pytorch Tutorial](https://github.com/pytorch/tutorials)\u003cbr\u003e\nFashion Mnist (model) : [fashion-mnist-pytorch](https://github.com/mayurbhangale/fashion-mnist-pytorch/blob/master/CNN_Fashion_MNIST.ipynb)v\n\n\n# SOTA classifiers architecture\n\n[classification_datasets_results](http://rodrigob.github.io/are_we_there_yet/build/classification_datasets_results.html)\u003cbr\u003e\n[fashion-mnist](https://github.com/zalandoresearch/fashion-mnist)\u003cbr\u003e\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftlesort%2Fgenerative_training","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ftlesort%2Fgenerative_training","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftlesort%2Fgenerative_training/lists"}