Computer Vision

CNN and image processing.

Learning Objectives

• Understand CNN architecture
• Master classic models
• Learn detection and segmentation

Topics

1. CNN Basics

• Convolution and Pooling
• Feature Maps

2. Classic Architectures

• ResNet / VGG / EfficientNet

3. Object Detection

• YOLO / R-CNN

Resources

• CS231n