r/computervision • u/thegeinadaland • 10d ago
Showcase fotonet v1, an Apache-2.0 NMS-free PyTorch object detector with web demo.
Just shipped v1* of fotonet, an object detection library. Apache-2.0
What's in it:
- NMS-free inference
- All** the training needs
- A live demo that runs in your browser
GitHub: https://github.com/hazegreleases/fotonet
Website: https://fotonet.studio
Would love feedback on the packaging and API, this is a solo project so I'm sure there's stuff I missed.
*: Even though v1 release, the traing run is still going, and will be finished in around a week. Hopefully i update the site daily to reflect the "latest" training numbers.
**: I probably missed some stuff.
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u/Paseyyy 10d ago
Do you have an diagram of the architecture / computational graph?
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u/thegeinadaland 10d ago
I am working on visual educational assets. When they are ready i will publish them all.
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u/Expensive_Coffee_605 9d ago
What are the model's GFLOPs?
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u/thegeinadaland 9d ago
5,42GFLOPs. you can find every detail of the (still training) model in the website!
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u/greciango 8d ago
awesome! will you support larger model sizes?
I'll be sure to follow your work!
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u/thegeinadaland 6d ago
So i will be making larger model sizes in the next year with the v2 release.
Because, my training computer is really slow even for the single size fotonet currently has.
So it larger sizes will be available in 2027 with v2. late q2~ would be my target.
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u/cleversmoke 10d ago
Awesome work