{"id":18317344,"url":"https://github.com/compvis/unsupervised-disentangling","last_synced_at":"2025-04-05T21:32:17.413Z","repository":{"id":65983456,"uuid":"175815270","full_name":"CompVis/unsupervised-disentangling","owner":"CompVis","description":null,"archived":false,"fork":false,"pushed_at":"2020-10-17T15:35:33.000Z","size":139541,"stargazers_count":55,"open_issues_count":5,"forks_count":11,"subscribers_count":9,"default_branch":"master","last_synced_at":"2025-03-21T12:07:28.897Z","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/CompVis.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}},"created_at":"2019-03-15T12:22:03.000Z","updated_at":"2024-12-12T17:05:01.000Z","dependencies_parsed_at":"2023-02-19T19:15:28.152Z","dependency_job_id":null,"html_url":"https://github.com/CompVis/unsupervised-disentangling","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/CompVis%2Funsupervised-disentangling","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/CompVis%2Funsupervised-disentangling/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/CompVis%2Funsupervised-disentangling/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/CompVis%2Funsupervised-disentangling/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/CompVis","download_url":"https://codeload.github.com/CompVis/unsupervised-disentangling/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247406080,"owners_count":20933803,"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":"2024-11-05T18:05:50.550Z","updated_at":"2025-04-05T21:32:16.720Z","avatar_url":"https://github.com/CompVis.png","language":"Python","readme":"git README.md\n\nWork in progress\n\nInstructions:\nInstall tensorflow 1.14 \n\nDownload\na) video dataset or,\nb) image dataset\n\nChange dataloader\na) use the structure of load_train_human3m in dataloading.py \nb) use the structure of load_train_generic in dataloading.py\n\nStart training (current hyperparameters work for roughly cropped human3m without background)\na) python main.py test_a --gpu 0 --dataset human3m --mode train --bn 16\nb) python main.py test_b --gpu 0 --dataset generic --mode train --bn 16 --static \n\nEval (use same flags as in training except for mode)\na) python main.py test_a --gpu 0 --dataset human3m --mode predict --bn 16\nb )python main.py test_b --gpu 0 --dataset generic --mode train --bn 16 --static \n\n\nTodo:\n-code documentation\n-add preprocessing\n-add hyperparameters for datasets\n-add eval functions\n\n[Project page with videos](https://compvis.github.io/unsupervised-disentangling/) \n","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcompvis%2Funsupervised-disentangling","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fcompvis%2Funsupervised-disentangling","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcompvis%2Funsupervised-disentangling/lists"}