Homepage for the joint course of Megvii Inc. and Peking University on Deep Learning.
- Introduction to Computer Vision and Deep Learning
- Neural Network Basics and Backpropagation
- Practical Methodology in Deep Learning
- Experiment Session
- CNN Architecture Design & Search
- Introduction to Computation Technologies in Deep Learning
- Neural Network Approximation
- Object Detection
- Sequence Modeling
- Generative Models
- Computational Photography