Robin Cole comments

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                                            Robin Cole

Create class for ROI

Use shapely: https://shapely.readthedocs.io/en/latest/manual.html#geometric-objects

Question: how precisely we can design anchors with pyodi visualisations

Many thanks @mmeendez8 for highlighting the docs. It would still be useful if there was a link to a paper where the process is demonstrated on a real problem, but...

Bounding boxes with very low confidence.

You can filter them on confidence before displaying

Bounding boxes with very low confidence.

Possibly the confidences are in %, so 0.4% is too low. Just a guess, been a long time since I worked on this

Docker build fail on raspberry pi zero w

I should probably list the RPI boards this is tested on

Add Dockerfile for rpi?

See https://fastapi.tiangolo.com/deployment/docker/#raspberry-pi-and-other-architectures

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

Thanks for the alert!

Add docker container

An approach like this https://github.com/robmarkcole/ServingMLFastCelery You can also see how deepstack does it

Add custom object detection model

Deploy the fire mode: https://colab.research.google.com/github/google-coral/tutorials/blob/master/retrain_efficientdet_model_maker_tf2.ipynb

Investigate few shot object det

The notebook is pinned to tf2.2, getting an error: `UnknownError: Failed to get convolution algorithm. This is probably because cuDNN failed to initialize, so try looking to see if a...