arf111 / PyTorch-works

PyTorch practises

Here is some of my practises on Deep Learning. Target to complete are:

1. Basic Convnet Classification
2. Transfer learning
3. Custom Batch Normalization using only torch
4. ResNet-34 implementation
5. Cyclical Learning Rate
6. Image Segmentation using U-Net ( Work in progress)