1. Network VGG using blocks
https://cv.gluon.ai/model_zoo/classification.html
2. Code implementation
VGG network
test accuracy comparison:
VGG test acc 0.917
AlexNet test acc 0.883
LeNet test acc 0.827
Compare the accuracy of AlexNet
3. Q&A
VGG modularizes the network, which can train deeper networks, simpler, and configurable are future trends.
reference
https://www.bilibili.com/video/BV1Ao4y117Pd?p=1