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Some GUI problems about salt HOT 3 CLOSED

anuragxel avatar anuragxel commented on July 19, 2024
Some GUI problems

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Comments (3)

anuragxel avatar anuragxel commented on July 19, 2024 1

I would recommend following the steps listed in the README which describe this exact scenario.

You do not need a GPU to run the tool, only to get the image embeddings. So I would suggest copying your images to the server, extracting your embeddings on the server, and compiling the onnx models there (using the helpers I provided, copy them to your server).

Next, copy the images, embeddings and models locally. Install SALT locally. The onnx model is fast enough for interactive use on a CPU.

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Levine66 avatar Levine66 commented on July 19, 2024 1

Thanks for your reply. I have tried this way after submitting this issues. This works on my laptop. I had considered that CPU is not fast enough before submitting this issues, and it is totally wrong. Thanks for your tools again, i would like to use it and make some contribution to this project if possible.

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anuragxel avatar anuragxel commented on July 19, 2024

The SAM paper mentions that their decoder (the ONNX model) was shipped to their annotators, who I assume wouldn't have very fast GPUs locally. Also their online demo runs the decoder on your browser. I just wrote a tool to do the same thing that their demo does. :)

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