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MendelXu / SAN

Open-vocabulary Semantic Segmentation
https://mendelxu.github.io/SAN/
MIT License
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Detail about 'background' class #36

Closed develop-productivity closed 9 months ago

develop-productivity commented 10 months ago

Hi, thanks for your great work.

I have a question about the classifier in this paper 3.3.1 Pixel-wise Side Adapter Network:

where M denotes the category number of training set.

I want to know whether the 'background' class contained in the training set? If you used a background class, is it learnable or fixed?

MendelXu commented 10 months ago

It is learnable. And it is not a part of the training set. Only mask proposal which is not assigned to a ground-truth is assigned to this class.

develop-productivity commented 10 months ago

Oh thanks! I have one more request. Can you release your training and testing logs? This will help me reproduce your results. Thank you so much.

MendelXu commented 10 months ago

It was saved here https://github.com/MendelXu/SAN/blob/main/resources/san_vit_b_16.log

See https://github.com/MendelXu/SAN#pretrained-weights for all logs.

develop-productivity commented 10 months ago

Oh, It turns out it’s in the readme, forgive me for being careless.😝