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by arketyp 930 days ago
I'm working with fine tuning the SAM encoder using LoRA at the moment, so thanks for this. The Segment Anything code on its own, I must say though, is perhaps the most readable and easily navigated DL code I've encountered. Or maybe it's just me coming from mostly a TensorFlow background. I remember I struggled understanding even my own networks when viewing them in TensorBoard. The code peek feature of yours is great.
1 comments

Thanks for your comment! Glad it was a (small) help. Yes, Meta research did a great job documenting their code! Quick question: why do you not use Hugging Face with their PEFT library for doing fine-tunning SAM with LoRA?
The work is based on the SAMed paper and repo, so I'm not re-inventing the wheel, still leveraging best practices. Generally I see a point in keeping things minimal though, anticipating getting gritty with it.