{"id":13688211,"url":"https://github.com/tensorflow/hub","last_synced_at":"2025-05-12T05:16:06.140Z","repository":{"id":38361807,"uuid":"124853261","full_name":"tensorflow/hub","owner":"tensorflow","description":"A library for transfer learning by reusing parts of TensorFlow models.","archived":false,"fork":false,"pushed_at":"2025-01-17T12:09:41.000Z","size":13656,"stargazers_count":3496,"open_issues_count":15,"forks_count":1657,"subscribers_count":152,"default_branch":"master","last_synced_at":"2025-05-11T02:53:29.666Z","etag":null,"topics":["embeddings","image-classification","machine-learning","ml","python","tensorflow","transfer-learning"],"latest_commit_sha":null,"homepage":"https://tensorflow.org/hub","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/tensorflow.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":"CONTRIBUTING.md","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":"AUTHORS","dei":null,"publiccode":null,"codemeta":null}},"created_at":"2018-03-12T07:55:42.000Z","updated_at":"2025-05-01T04:47:43.000Z","dependencies_parsed_at":"2024-01-25T00:11:15.784Z","dependency_job_id":"952dae70-26fb-48e2-b13e-2a4e00ad99ad","html_url":"https://github.com/tensorflow/hub","commit_stats":{"total_commits":1166,"total_committers":109,"mean_commits":"10.697247706422019","dds":"0.18610634648370494","last_synced_commit":"7508abc8b6583215569ceb521f1fa9b56a742e39"},"previous_names":[],"tags_count":20,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tensorflow%2Fhub","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tensorflow%2Fhub/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tensorflow%2Fhub/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tensorflow%2Fhub/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/tensorflow","download_url":"https://codeload.github.com/tensorflow/hub/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":253509775,"owners_count":21919587,"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":["embeddings","image-classification","machine-learning","ml","python","tensorflow","transfer-learning"],"created_at":"2024-08-02T15:01:08.902Z","updated_at":"2025-05-11T02:53:34.928Z","avatar_url":"https://github.com/tensorflow.png","language":"Python","funding_links":[],"categories":["Python","Deep Learning Framework","Tools","Tensorflow实用程序","其他_机器学习与深度学习","Embeddings and pre-trained models"],"sub_categories":["High-Level DL APIs"],"readme":"\u003c!-- Copyright 2018 The TensorFlow Hub Authors. All Rights Reserved.\n\nLicensed under the Apache License, Version 2.0 (the \"License\");\nyou may not use this file except in compliance with the License.\nYou may obtain a copy of the License at\n\n    http://www.apache.org/licenses/LICENSE-2.0\n\nUnless required by applicable law or agreed to in writing, software\ndistributed under the License is distributed on an \"AS IS\" BASIS,\nWITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\nSee the License for the specific language governing permissions and\nlimitations under the License.\n==============================================================================--\u003e\n\n\u003c!--\nThis file is rendered on github.com/tensorflow/hub.\ng3doc/_index.yaml is rendered on tensorflow.org/hub.\nBoth link to g3doc/overview.md and g3doc/*.md for detailed docs.\n--\u003e\n\n**TensorFlow Hub has moved to [Kaggle Models](https://kaggle.com/models)**\n\nStarting November 15th 2023, links to [tfhub.dev](https://tfhub.dev) redirect to\ntheir counterparts on Kaggle Models. `tensorflow_hub` will continue to support\ndownloading models that were initially uploaded to tfhub.dev via e.g.\n`hub.load(\"https://tfhub.dev/\u003cpublisher\u003e/\u003cmodel\u003e/\u003cversion\u003e\")`. Although no\nmigration or code rewrites are explicitly required, we recommend replacing\ntfhub.dev links with their Kaggle Models counterparts to improve code health and\ndebuggability. See FAQs [here](https://kaggle.com/tfhub-dev-faqs).\n\nAs of March 18, 2024, unmigrated model assets (see list below) were deleted and\nretrieval is no longer possible. These unmigrated model assets include:\n\n-   [inaturalist/vision/embedder/inaturalist_V2](https://github.com/tensorflow/tfhub.dev/tree/master/assets/docs/inaturalist/models/vision/embedder/inaturalist_V2)\n-   [nvidia/unet/industrial/class_1](https://github.com/tensorflow/tfhub.dev/tree/master/assets/docs/nvidia/models/unet/industrial/class_1)\n-   [nvidia/unet/industrial/class_2](https://github.com/tensorflow/tfhub.dev/tree/master/assets/docs/nvidia/models/unet/industrial/class_2)\n-   [nvidia/unet/industrial/class_3](https://github.com/tensorflow/tfhub.dev/tree/master/assets/docs/nvidia/models/unet/industrial/class_3)\n-   [nvidia/unet/industrial/class_4](https://github.com/tensorflow/tfhub.dev/tree/master/assets/docs/nvidia/models/unet/industrial/class_4)\n-   [nvidia/unet/industrial/class_5](https://github.com/tensorflow/tfhub.dev/tree/master/assets/docs/nvidia/models/unet/industrial/class_5)\n-   [nvidia/unet/industrial/class_6](https://github.com/tensorflow/tfhub.dev/tree/master/assets/docs/nvidia/models/unet/industrial/class_6)\n-   [nvidia/unet/industrial/class_7](https://github.com/tensorflow/tfhub.dev/tree/master/assets/docs/nvidia/models/unet/industrial/class_7)\n-   [nvidia/unet/industrial/class_8](https://github.com/tensorflow/tfhub.dev/tree/master/assets/docs/nvidia/models/unet/industrial/class_8)\n-   [nvidia/unet/industrial/class_9](https://github.com/tensorflow/tfhub.dev/tree/master/assets/docs/nvidia/models/unet/industrial/class_9)\n-   [nvidia/unet/industrial/class_10](https://github.com/tensorflow/tfhub.dev/tree/master/assets/docs/nvidia/models/unet/industrial/class_10)\n-   [silero/silero-stt/de](https://github.com/tensorflow/tfhub.dev/tree/master/assets/docs/silero/models/silero-stt/de)\n-   [silero/silero-stt/en](https://github.com/tensorflow/tfhub.dev/tree/master/assets/docs/silero/models/silero-stt/en)\n-   [silero/silero-stt/es](https://github.com/tensorflow/tfhub.dev/tree/master/assets/docs/silero/models/silero-stt/es)\n-   [svampeatlas/vision/classifier/fungi_mobile_V1](https://github.com/tensorflow/tfhub.dev/tree/master/assets/docs/svampeatlas/models/vision/classifier/fungi_mobile_V1)\n-   [svampeatlas/vision/embedder/fungi_V2](https://github.com/tensorflow/tfhub.dev/tree/master/assets/docs/svampeatlas/models/vision/embedder/fungi_V2)\n\n# tensorflow_hub\n\nThis GitHub repository hosts the `tensorflow_hub` Python library to download\nand reuse SavedModels in your TensorFlow program with a minimum amount of code,\nas well as other associated code and documentation.\n\n## Getting Started\n\n  * [Introduction](https://www.tensorflow.org/hub/)\n  * The asset types of [tfhub.dev](https://tfhub.dev/)\n      * [SavedModels for TensorFlow 2](https://github.com/tensorflow/docs/blob/master/site/en/hub/tf2_saved_model.md)\n        and the [Reusable SavedModel interface](https://github.com/tensorflow/docs/blob/master/site/en/hub/reusable_saved_models.md).\n      * Deprecated: [Models in TF1 Hub format](https://github.com/tensorflow/docs/blob/master/site/en/hub/tf1_hub_module.md)\n        and their [Common Signatures](https://github.com/tensorflow/docs/blob/master/site/en/hub/common_signatures/index.md)\n        collection.\n  * Using the library\n      * [Installation](https://github.com/tensorflow/docs/blob/master/site/en/hub/installation.md)\n      * [Caching model downloads](https://github.com/tensorflow/docs/blob/master/site/en/hub/caching.md)\n      * [Migration to TF2](https://github.com/tensorflow/docs/blob/master/site/en/hub/migration_tf2.md)\n      * [Model compatibility for TF1/TF2](https://github.com/tensorflow/docs/blob/master/site/en/hub/model_compatibility.md)\n      * [Common issues](https://github.com/tensorflow/docs/blob/master/site/en/hub/common_issues.md)\n      * [Build from source](https://github.com/tensorflow/docs/blob/master/site/en/hub/build_from_source.md)\n      * [Hosting a module](https://github.com/tensorflow/docs/blob/master/site/en/hub/hosting.md)\n  * Tutorials\n      * [TF2 Image Retraining](https://colab.research.google.com/github/tensorflow/docs/blob/master/site/en/hub/tutorials/tf2_image_retraining.ipynb)\n      * [TF2 Text Classification](https://colab.research.google.com/github/tensorflow/docs/blob/master/site/en/hub/tutorials/tf2_text_classification.ipynb)\n      * [Additional TF1 and TF2 examples](examples/README.md)\n\n\n## Contributing\n\nIf you'd like to contribute to TensorFlow Hub, be sure to review the\n[contribution guidelines](CONTRIBUTING.md). To contribute code to the\nlibrary itself (not examples), you will probably need to\n[build from source](https://github.com/tensorflow/docs/blob/master/site/en/hub/build_from_source.md).\n\nThis project adheres to TensorFlow's\n[code of conduct](https://github.com/tensorflow/tensorflow/blob/master/CODE_OF_CONDUCT.md).\nBy participating, you are expected to uphold this code.\n\nWe use [GitHub issues](https://github.com/tensorflow/hub/issues) for tracking\nrequests and bugs.\n\n\n## License\n\n[Apache License 2.0](LICENSE)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftensorflow%2Fhub","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ftensorflow%2Fhub","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftensorflow%2Fhub/lists"}