Install
- Python == 3.7
- Pytorch == 1.5.0(pytorch)
- cuda == 10.2
Pytorch를 이용하여 deep learning을 실습
참고
저명한 Convolutional Neural Network를 구현
- LeNet
- VGG논문
"Simple but effective"
- GoogLeNet논문
"we need to go deeper!"
1x1 conv are used to compute reductions before the expansive 3x3 and 5x5
- ResNet논문
"Add more layers to a suitably deep model leads to higher training error"