coral-pi-rest-server

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As title * https://www.tensorflow.org/tfx/serving/api_rest * https://cloud.google.com/community/tutorials/standalone-tensorflow-raspberry-pi

robmarkcole

Use `if flask.request.method != "POST" or not flask.request.files.get("image"):`, do the negative. This saves indentation. Same for `if not predictions` https://refactoring.com/catalog/replaceNestedConditionalWithGuardClauses.html

robmarkcole

To do - face recognition

1

This seems to be the most popular request, but requires some preprocessing of the images **References** - https://thedatamage.com/face-recognition-tensorflow-tutorial/ - https://machinelearningmastery.com/how-to-develop-a-face-recognition-system-using-facenet-in-keras-and-an-svm-classifier/ - https://coral.withgoogle.com/examples/detect-image/#perform-face-detection

robmarkcole

I tried posting a completely blank (black) image to see if this would crash the server, but it returned the predictions from a previous image (containing people).

robmarkcole

Can we support coral on mac via docker? Seems we should be able to, I'm not sure how we mount the USB however

robmarkcole

Adding facial recognition support?

1

Hi, thanks for your work, it works great with the [Home Assistant addon](https://github.com/grinco/HASS-coral-rest-api) by u/grinco serving Blue Iris in a different VM. I have a suggestion, though: can you also...

fodi666

Nothing Detected From Security Camera Image

5

So I have been testing this out to see if I can get it to work for my security cameras. I took one of my alert images with a car...

InSearchOfTh1ngs

https://docs.ultralytics.com/guides/coral-edge-tpu-on-raspberry-pi/#what-should-i-do-if-tensorflow-is-already-installed-on-my-raspberry-pi-but-i-want-to-use-tflite-runtime-instead

robmarkcole