gokulkarthik / Deep-Learning-Projects.pytorch

A PyTorch collection of deep learning beginners projects

Deep Learning Projects using PyTorch

This space is to tune my practical deep learning skills.

1. [Image] Fashion MNIST Dataset - Multi Class Image Classification using modified LeNet [Link]
2. [Text] Language Words Dataset - Multi Class Word Classification using character level LSTM [Link]
3. [Text] US Baby Names Dataset - Name Generation using character level LSTM [Link]
4. [Image] Neural Style Transfer using pre trained VGG19 Net [Link]
5. [Image + Text] CAPTCHA Dataset - Text Recognition with CRNN using pre trained RESNET and Bi-GRU [Link]
6. [Image] Cityscape Image Pairs Dataset - Image Segmentation with UNet [Link]