Using pretrained TPU models
Google offers a collection of models pretrained with TPUs available in the GitHub tensorflow/tpu repository (https://github.com/tensorflow/tpu). Models include image recognition, object detection, low-resource models, machine translation and language models, speech recognition, and image generation. Whenever it is possible, my suggestion is to start with a pretrained model [6], and then fine-tune it or apply some form of transfer learning. As of April 2022, the following models are available:
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Image Recognition, Segmentation, and More |
Machine Translation and Language Models |
Speech Recognition |
Image Generation |
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Image Recognition AmoebaNet-D ResNet-50/101/152/2000 Inception v2/v3/v4 Object Detection RetinaNet... |
