coral-pi-rest-server

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Can't get version 2 to run

5

I'm stuck with the legacy api due to inability to switch to 2.0 / pycoral. Probably has something to do with me having the m2 TPU rather than the USB...

grinco

https://github.com/ricardodeazambuja/ALPR-EdgeTPU-RPI0

robmarkcole

https://github.com/ricardodeazambuja/Maple-Syrup-Pi-Camera

robmarkcole

Can I use this on windows?

2

I have a possible use case for this, but the rest server would be running on windows rather than a Pi. Would that be possible? I don't have a coral...

UntouchedWagons

https://github.com/google-coral/aiy-maker-kit

robmarkcole

Bounding boxes with very low confidence.

1

I'm getting a lot of bounding boxes, a LOT. Many of them are often very low confidence. Is there any way to correct this?    

roofuskit

Try out efficient net

2

Promise to be more performant https://coral.withgoogle.com/models

robmarkcole

Add docker container

3

https://blogs.sap.com/2020/02/11/containerizing-a-tensorflow-lite-edge-tpu-ml-application-with-hardware-access-on-raspbian/

robmarkcole

https://github.com/bogdannedelcu/yolov5-export-to-coraldevmini

robmarkcole

Flask debug mode causes the mystical "HandleQueuedBulkIn transfer in failed. Not found: USB transfer error 5"

1

Flask debug mode causes the app to initialise twice, opening another "handle" to the edge TPU. Turning debug mode off fixes this. Ref: https://stackoverflow.com/questions/9449101/how-to-stop-flask-from-initialising-twice-in-debug-mode#:~:text=When%20building%20a%20Flask%20service,Flask%20service%20only%20initialises%20once.

tracetechnical