CNN模型復(fù)現(xiàn)5 ResNet50
5.1 ResNet50
ResNet:arXiv: 1512.03385v1 [cs.CV] 10 Dec 2015 ;?
鏈接: [論文下載link](https://arxiv.org/pdf/1512.03385v1.pdf).
(1) 網(wǎng)絡(luò)結(jié)構(gòu)
1. Conv + BatchNorm + Relu
2. ResNet blocks
3. AvgPool + Fully Connected layers
Mobile blocks
(2) Identity blocks
??
(3) Projection blocks
(4) Model diagram
python
5.2 代碼
(1) 代碼流程
1. 導(dǎo)入程序包
2. 編寫Conv + BatchNorm + Relu block
3. 建立Identity blocks
4. 建立Projection blocks
5. 建立ResNet blocks
6. 建立model
(2) 代碼
標(biāo)簽：
