{"id":15159402,"url":"https://github.com/en10/transfer-learning","last_synced_at":"2026-02-02T16:06:20.764Z","repository":{"id":55664136,"uuid":"306749251","full_name":"EN10/Transfer-Learning","owner":"EN10","description":"Concise Example of Transfer Learning in Keras \u0026 TensorFlow 2.0","archived":false,"fork":false,"pushed_at":"2021-08-06T22:00:18.000Z","size":732,"stargazers_count":0,"open_issues_count":0,"forks_count":1,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-04-07T16:52:00.622Z","etag":null,"topics":["keras","keras-classification-models","tensorflow","tensorflow-examples","tensorflow2","transfer-learning"],"latest_commit_sha":null,"homepage":"","language":"Jupyter 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Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# TF2 Transfer Learning\n\nConcise Example of Transfer Learning in Keras \u0026 TensorFlow 2.0  \n\n* [tf_cats\u0026dogs.ipynb](https://github.com/EN10/Transfer-Learning/blob/main/tf_cats%26dogs.ipynb) longer example with base retraining, based on [Keras Transfer learning \u0026 fine-tuning](https://keras.io/guides/transfer_learning/)   \n* [transfer_learning_with_hub.ipynb](https://github.com/EN10/Transfer-Learning/blob/main/transfer_learning_with_hub.ipynb) shortish example based on [Transfer learning with TensorFlow Hub](https://www.tensorflow.org/tutorials/images/transfer_learning_with_hub)   \n* [Transfer_Learning_Custom.ipynb](https://github.com/EN10/Transfer-Learning/blob/main/Transfer_Learning_Custom.ipynb) simplified based on multiple sources\n\nTransfer Learning Guides:\n* [Transfer learning and fine-tuning](https://www.tensorflow.org/tutorials/images/transfer_learning)\n* [Transfer learning with TensorFlow Hub](https://www.tensorflow.org/tutorials/images/transfer_learning_with_hub) \n* [Keras Transfer learning \u0026 fine-tuning](https://keras.io/guides/transfer_learning/) \n\nImageNet Models:\n* [Keras Models Official](https://github.com/keras-team/keras-applications)\n* [Keras Models Enio](https://github.com/EN10/KerasApplications/blob/main/README.md)\n* [TF Hub Models](https://tfhub.dev/s?fine-tunable=yes\u0026module-type=image-feature-vector\u0026tf-version=tf2)\n\nDefinitions:\n* [Optimizer](https://ml-cheatsheet.readthedocs.io/en/latest/optimizers.html#optimizers)\n\nPrevious Example:\n* [Transfer Learning TF1](https://github.com/EN10/TransferLearnColab)\n* [Gather Images](https://github.com/EN10/TransferLearnColab#images)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fen10%2Ftransfer-learning","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fen10%2Ftransfer-learning","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fen10%2Ftransfer-learning/lists"}