About me

My name is Cheung Yau Shing Jonathan and I am a Year 2 Computer Science Student from The University of Hong Kong

This repository contains different deep learning models I have worked on as a part-time student research assistant

I have also included my handwritten notes and comments in this repository

Models are trained on the HKU GPU farm

Models:

1. PSPNet
   Dataset: VOC2012 http://host.robots.ox.ac.uk/pascal/VOC/voc2012/
   Pyramid Scene Parsing Network: https://arxiv.org/abs/1612.01105
   

2. UNet
   Dataset: Carvana Image Masking Challenge https://www.kaggle.com/c/carvana-image-masking-challenge
   U-Net: Convolutional Networks for Biomedical Image Segmentation: https://arxiv.org/abs/1505.04597
   

3. Vision Transformer
   An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale: https://arxiv.org/abs/2010.11929