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MendelXu / SAN

Open-vocabulary Semantic Segmentation
https://mendelxu.github.io/SAN/
MIT License
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There is also a question about "emsemble" #18

Closed sunwhw closed 1 year ago

sunwhw commented 1 year ago

There is also a question about the emsemble, what should the weight be set to emsemble the origin san model and the model fine-tuned on coco stuff? or could you tell me the range the weights should be set? 

w = float(os.environ["EWEIGHT"])
sem_seg = torch.pow(sem_segs[0][:min_cls],w)*torch.pow(sem_segs[1][:min_cls],1-w)
sunwhw commented 1 year ago

and when you fine-tune on the coco stuff, is your model totally samed as the SAN?

MendelXu commented 1 year ago

1) In most situation, the weight is set to 0.5. 2) Yes, the model is exactly the same network as SAN.