Deep Learning in Computer Vision

Assignments for course COMP4901J from HKUST and CS231n from Stanford University

Author

Xuhua HUANG

This repo includes:

1. Image Classification, kNN, SVM, Softmax, Neural Network
2. Fully-Connected Nets, Batch Normalization, Dropout, Convolutional Nets
3. Image Captioning, Network Visualization, Style Transfer, Generative Adversarial Networks
4. Q-learning, Deep Q-Networks, Policy Gradient, Model Network (Only for HKUST Version)

Details about these assignments can be found:

• on the Stanford course webpage from Stanford University
• on the HKUST course webpage from Hong Kong University of Science and Technology