XUHUAKing/deep-learning-for-computer-vision

Completed codes for deep learning computer vision course in HKUST

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