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GitHub - matpalm/bnn: bee detection conv net for a rasp pi on side of a hive
source link: https://github.com/matpalm/bnn
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README.md
BNN v2
unet style image translation from image of hive entrance to bitmap of location of center of bees.
trained in a semi supervised way on a desktop gpu and deployed to run in real time on the hive using either a raspberry pi using a neural compute stick or a je vois embedded smart camera
see this blog post for more info..
here's an example of predicting bee position on some held out data. the majority of examples trained had ~10 bees per image.
the ability to locate each bee means you can summarise with a count. note the spike around 4pm when the bees at this time of year come back to base.
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