Are there Caffe pretrained models of ResNet-18 and ResNet-34?

[ghost]

Hi @KaimingHe, hi guys

I am using Resnet for object detection. However, I need smaller Caffe pretrained models such as resnet-18 and resnet-34 due to the limit of my GPU card.

I see there are Torch pretrained models at https://github.com/facebook/fb.resnet.torch. However, I'm using Caffe. Please help.

Caffe prototxts are also needed.

Thanks,

[jay-mahadeokar]

@caocuong0306, I have open-sourced a tool to generate residual networks and object detection caffe networks here: https://github.com/jay-mahadeokar/pynetbuilder.
Example: resnet training on imagenet , object detection using resnet + ssd

Could it be helpful? -Jay

[ghost]

Thank you. I definitely take a look at your tool. But it seems we need pre-trained ".caffemodel" models of resnet-18 and resnet-34 rather than just .prototxt files.

Tks,

[KevinYuk]

Hi ghost, Have you found the resnet-18 pre-trained model?

[nnop]

I notice that there are bias terms both in Convolution and Scale layers. Is that redudent? e.g. this block. @jay-mahadeokar

[prashant-puri]

@KevinYuk Did you get Resent-18 model for Caffe?

[HolmesShuan]

@nnop @prashant-puri Here is my pre-trained ResNet-18. I hope it may help you to further implement object detections.