{"id":17920712,"url":"https://github.com/wozeparrot/tinygrad-image-models","last_synced_at":"2025-04-03T08:33:38.433Z","repository":{"id":228730435,"uuid":"774764755","full_name":"wozeparrot/tinygrad-image-models","owner":"wozeparrot","description":"tinygrad image models, inference, and (soon) training","archived":false,"fork":false,"pushed_at":"2024-03-25T01:27:22.000Z","size":558,"stargazers_count":2,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-02-08T22:13:00.551Z","etag":null,"topics":["cnn","imagenet","tinygrad","vit"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/wozeparrot.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,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2024-03-20T06:21:32.000Z","updated_at":"2024-05-01T06:36:47.000Z","dependencies_parsed_at":"2024-12-16T04:41:19.214Z","dependency_job_id":"7555a573-351a-46fe-8e98-58f1b02fd67b","html_url":"https://github.com/wozeparrot/tinygrad-image-models","commit_stats":null,"previous_names":["wozeparrot/tinygrad-image-models"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/wozeparrot%2Ftinygrad-image-models","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/wozeparrot%2Ftinygrad-image-models/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/wozeparrot%2Ftinygrad-image-models/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/wozeparrot%2Ftinygrad-image-models/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/wozeparrot","download_url":"https://codeload.github.com/wozeparrot/tinygrad-image-models/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":246966937,"owners_count":20862157,"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":["cnn","imagenet","tinygrad","vit"],"created_at":"2024-10-28T20:26:56.138Z","updated_at":"2025-04-03T08:33:38.399Z","avatar_url":"https://github.com/wozeparrot.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# tinygrad Image Models\n\nA collection of vision models implemented in tinygrad, in a similar vein to [timm](https://github.com/huggingface/pytorch-image-models).\n\nMostly targeting models trained on Imagenet-1k, and other models that are fast on resource-constrained devices.\n\n## Models\n\n- ShuffleNetV2 - [paper](https://arxiv.org/abs/1807.11164) [code](/tgim/models/shufflenetv2.py)\n- GhostNetV2 - [paper](https://arxiv.org/abs/2211.12905) [code](/tgim/models/ghostnetv2.py)\n- FocalNet - [paper](https://arxiv.org/abs/2203.11926) [code](/tgim/models/focalnet.py)\n- FastViT - [paper](https://arxiv.org/abs/2303.14189) [code](/tgim/models/fastvit.py)\n- RepViT - [paper](https://arxiv.org/abs/2307.09283) [code](/tgim/models/repvit.py)\n\n## TODO\n\n- [ ] For models that can be reparameterized, add that functionality\n- [ ] Training\n\n## License\n\nSee [LICENSE](/LICENSE).\n\nCertain parts of the code are adapted from the original implementations, but they should all be under permissive licenses.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fwozeparrot%2Ftinygrad-image-models","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fwozeparrot%2Ftinygrad-image-models","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fwozeparrot%2Ftinygrad-image-models/lists"}