Internal change

PiperOrigin-RevId: 408061905

official/projects/edgetpu/README.md

+# EdgeTPU: Machine Learning Models Optimized for Google Tensor
+
+## Requirements
+[![TensorFlow 2.4](https://img.shields.io/badge/TensorFlow-2.4-FF6F00?logo=tensorflow)](https://github.com/tensorflow/tensorflow/releases/tag/v2.4.0)
+[![Python 3.7](https://img.shields.io/badge/Python-3.7-3776AB)](https://www.python.org/downloads/release/python-379/)
+
+## Overview
+
+<figure align="center">
+<img width=70% src=https://storage.cloud.google.com/tf_model_garden/models/edgetpu/images/neural%20architecture%20search.gif>
+  <figcaption>An illustration of NAS to find Edge TPU optimized models</figcaption>
+</figure>
+
+This repository contains machine learning models optimized for Edge TPU in
+Pixel 6's SoC,
+[Google Tensor](https://blog.google/products/pixel/google-tensor-debuts-new-pixel-6-fall/).
+We use Neural Architecture Search (NAS) to automate the process of designing ML
+models and incentivize the search algorithms to discover models that achieve
+higher quality as well as better latency and computing efficiency. This
+automation also allows us to scale the development of ML models for a variety of
+on-device tasks. We’re making these ML models publicly available through the
+Tensorflow model garden and [Tensorflow Hub](https://tfhub.dev/s?q=edgetpu) to
+enable researchers and developers to bootstrap further use case development on
+Pixel 6.
+
+### [Image Classification](https://github.com/tensorflow/models/tree/master/official/projects/edgetpu/vision#edgetpu-optimized-vision-models)
+
+### [Object Detection](https://github.com/tensorflow/models/blob/master/research/object_detection/g3doc/tf1_detection_zoo.md#pixel-6-edge-tpu-models)
+
+### [Semantic Segmentation](https://github.com/tensorflow/models/tree/master/official/projects/edgetpu/vision#edgetpu-optimized-vision-models)
+
+
+### [Natural Language Understanding](https://github.com/tensorflow/models/tree/master/official/projects/edgetpu/nlp#mobilebert-edgetpu)
+