yolov7 Yolov7 Architecture in Research Paper

Yolov7 Architecture in Research Paper

Open thilinawee opened this issue 1 year ago • 3 comments

Hi, When I went through the research paper of yolov7, I came across this diagram which describes the architectural differences between some other networks and yolov7 itself.

I wonder if anyone can explain to me the meanings of these notations. For example, what does 3x3, 2c, 2c, 2 stand for? I understand that 3x3 means a kernel_size = 3,3. However, I am not sure about the rest. Thanks ~Thilina

Sep 10 '22 16:09 thilinawee

kernel size, input channel, output channel(, group).

Sep 11 '22 04:09 WongKinYiu

Thanks, @WongKinYiu for the quick reply. Does group mean the number of groups in the convolution(group convolutions) or the number of such sequential blocks?

Sep 12 '22 06:09 thilinawee

They are equivalent, you could take a look ResNeXt paper.

Sep 13 '22 10:09 WongKinYiu

I sketched the yolov7 architecture according to what I understood. Could you please point out where is E-ELAN block with group convolutions? Are the group convolutions used only for training? Thanks in advance.