Introduction

GitHub link: CMU16824-VLR

Homework 1: Multi-class object classification

• mAP
• tSNE vs. PCA
• ResNet vs EfficientNet vs RegNet
• What is FPN (Feature Pyramid Network)?
• RPN (Region Proposal Network), Fast R-CNN, and Mask R-CNN
• NMS (Non-Maximum Suppression)

• focal loss

(Under construction)