TensorFlow Hub
TensorFlow Hub is a repository of trained machine learning models ready for fine-tuning and deployable anywhere. Reuse trained models like BERT and Faster R-CNN with just a few lines of code.
TensorFlow Hub
2023年10月7日 · TensorFlow Hub is an open repository and library for reusable machine learning. The tfhub.dev repository provides many pre-trained models: text embeddings, image classification models, TF.js/TFLite models and much more.
Introducing TensorFlow Hub: A Library for Reusable Machine …
2018年3月30日 · TensorFlow Hub is a platform to publish, discover, and reuse parts of machine learning modules in TensorFlow. By a module, we mean a self-contained piece of a TensorFlow graph, along with its weights, that can be reused across other, similar tasks.
Installation - TensorFlow Hub
2024年4月15日 · Installing tensorflow_hub. The tensorflow_hub library can be installed alongside TensorFlow 1 and TensorFlow 2. We recommend that new users start with TensorFlow 2 right away, and current users upgrade to it. Use with TensorFlow 2. Use pip to install TensorFlow 2 as usual. (See there for extra instructions about GPU support.)
An Introduction to the New and Improved TensorFlow Hub
2019年12月19日 · TensorFlow Hub is now powered by the community-- we have models from a number of new publishers, including NVIDIA, Microsoft AI for Earth, and iNaturalist. Let’s take a look at how all of this comes together, and explore some of …
Generating Images with BigGAN | TensorFlow Hub
2024年1月26日 · This notebook is a demo for the BigGAN image generators available on TF Hub. See the BigGAN paper on arXiv [1] for more information about these models. After connecting to a runtime, get started by following these instructions:
Text Classification with Movie Reviews | TensorFlow Hub
2023年12月8日 · This notebook uses tf.keras, a high-level API to build and train models in TensorFlow, and TensorFlow Hub, a library and platform for transfer learning. For a more advanced text classification tutorial using tf.keras , see the MLCC Text Classification Guide .
Object Detection | TensorFlow Hub
2024年3月9日 · This Colab demonstrates use of a TF-Hub module trained to perform object detection. Setup Imports and function definitions. Toggle code
TensorFlow Hub
TensorFlow Hub は、すぐに微調整してどこにでもデプロイ可能なトレーニング済み機械学習モデルのリポジトリです。 BERT や Faster R-CNN などのトレーニング済みモデルを、わずか数行のコードで再利用できます。
BERT Experts from TF-Hub - TensorFlow
2023年12月8日 · Load BERT models from TensorFlow Hub that have been trained on different tasks including MNLI, SQuAD, and PubMed; Use a matching preprocessing model to tokenize raw text and convert it to ids; Generate the pooled and sequence output from the token input ids using the loaded model