Optimized and restructured BASNet model and loss#67
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DheerajMadda wants to merge 4 commits intoxuebinqin:masterfrom
Open
Optimized and restructured BASNet model and loss#67DheerajMadda wants to merge 4 commits intoxuebinqin:masterfrom
DheerajMadda wants to merge 4 commits intoxuebinqin:masterfrom
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1) Optimized the loss function, removed for loop for calculating IoU and used torchmetrics for SSIM. 2) Restructured the BASNet model definition 3) Created a BASNet_Lite model
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BASNet Base (Resnet34 encoder) Information:
Model Size = ~332 MB
Number of Parameters = ~87 Million
FLOPs = ~195 GFLOPs
BASNet Lite (MobileNetv3-Large encoder) Information:
Model Size = ~15 MB
Number of Parameters = ~3.9 Million
FLOPs = ~4.1 GFLOPs