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Any progress lately?

Open spyle2 opened this issue 1 year ago • 1 comments

Any updates within the last couple of years? Whats the status of sharing the training data? I could help tag/update this.

spyle2 avatar Sep 11 '24 22:09 spyle2

The training data can be found here: https://github.com/BeeAlarmed/BeeDataset

And no, there is no progress in the last years. Reason is, that I have no access to bees anymore. Hopefullly, I'll have my own bees in the next year(s), then I'll follow up on this. But most likely with a jetson orin and a new approach which is less dependant on the input domain (image resolution, lighting, camera position, etc.). The current solution is a mix of a classical approach (much faster) and AI. The classical, rule-based, parts were specialized heavily on my input data and cannot not be adapted easily to other data, unfortunately. That's why I would start it from scratch witch a more generic process. But at that time, the Jetson Nano couldn't handle it, due to its low performance.

BeeAlarmed avatar Sep 12 '24 00:09 BeeAlarmed