tensorflow-lite-rest-server
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For classification use mobilenet
On https://www.tensorflow.org/lite/models/image_classification/overview The only notable difference is that the labels file does not include an index. Example code on https://github.com/tensorflow/examples/blob/master/lite/examples/image_classification/raspberry_pi/classify_picamera.py