chaineypung/deep-block-zoo

Some plug-and-play network modules

Deep Block Zoo repository

Some plug-and-play network modules.

These modules are separated from the classical network and they can help you improve the upper limit of your model.

Block Name	Input Shape	Output Shape	Parameters(M)
NAF	4, 16, 256, 256	4, 16, 256, 256	0.00232
ASPP	4, 16, 256, 256	4, 16, 256, 256	0.00145
Non-local	4, 16, 64, 64	4, 16, 64, 64	0.00051
SE	4, 16, 256, 256	4, 16, 256, 256	0.00003
CBAM	4, 16, 256, 256	4, 16, 256, 256	0.00030
DCN	4, 16, 256, 256	4, 16, 256, 256	0.00491
ASFF	4, 512, 64, 64; 4, 256, 128, 128; 4, 256, 256, 256	4, 256, 256, 256	0.73445
RFB	4, 16, 256, 256	4, 16, 256, 256	0.00137
Ghost	4, 16, 256, 256	4, 16, 256, 256	0.00023

License

Deep Block Zoo is licensed under Apache License Version 2.0.