Homepage for the joint course of Megvii Inc. and Peking University on Deep Learning.
- https://github.com/megvii-research/megvii-tsinghua-dl-course mini-course at Tsinghua
- (Chinese) Course on NeRF, Quantized Neural Network etc.! Check this out: https://github.com/megvii-research/introduction-neural-3d-reconstruction
- 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