| Date | Chapter | Section | Course Materials |
| Feb. 25 |
Computer Vision Overview and Deep Learning Basics |
Computer Vision Basics & Image and Video Processing 计算机视觉基础及图像视频处理
|
[slides]
|
| Mar. 4 |
Feature Detection 特征与检测 |
[slides]
|
| Mar. 11 |
CNN & High-level Feature Extraction 卷积神经网络及高层特征提取 |
[slides]
|
| Mar. 18 |
Training Framework and Model Optimization 训练框架与模型优化
|
[slides]
|
| Mar. 25 |
Advanced Computer Vision Tasks |
Image Classification 图像分类 |
[slides]
|
| Apr. 1 |
Object Detection 物体检测 |
[slides]
|
| Apr. 8 |
Learning From Video视频理解 |
[slides]
|
| Apr. 15 |
Image Segmentation 图像分割 |
[slides]
|
| Apr. 22 |
3D Vision 三维视觉 |
[slides]
|
| Apr. 29 |
AutoPilot 智能驾驶 |
[slides]
|
| May. 6 |
Neural network Model Compression 神经网络模型压缩 |
[slides]
|
| May. 13 |
Low-Level Computer Vision Task 底层视觉任务 |
[slides]
|
| May. 20 |
Lectures on cutting-edge technology and industry applications |
Representation Learning in Vision Tasks 视觉任务中的表征学习 |
[slides]
|
| Jun. 11 |
3D Vision and Augmented Reality 三维视觉与增强现实 |
[slides]
|
| | | |
