TensorFlow Hub

Even if you have a powerful computer, training a machine learning model can take days or weeks. And once you’ve trained the model, deploying it to different devices can be difficult and time-consuming. Depending upon the platform you want to deploy, you might need it in different formats.

You can think of TensorFlow Hub as a library with many pretrained models. It contains hundreds of trained, ready-to-deploy deep learning models. TensorFlow Hub provides pretrained models for image classification, image segmentation, object detection, text embedding, text classification, video classification and generation, and much more. The models in TF Hub are available in SavedModel, TFLite, and TF.js formats. We can use these pretrained models directly for inference or fine-tune them. With its growing community of users and developers, TensorFlow Hub is the go-to place for finding and sharing machine learning models. To use TensorFlow Hub, we first need to install it...