megvii-pku-dl-course

Homepage for the joint course of Megvii Inc. and Peking University on Deep Learning.

After 2019

• 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

Spring 2019

• 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

Spring 2018

Fall 2017

Homeworks

https://github.com/megvii-research/tf-tutorials