Haobin Tan
Haobin Tan
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AI
Overveiw
CV Lecture
Pattern Recognition
Face Detection: Color-Based
Face Detection: Neural-Network-Based
Face Recognition: Traditional Approaches
Face Recognition: Features
Face Recognition: Deep Learning
Facial Feature Detection
Facial Expression Recognition
People Detection: Global Approaches
People Detection: Part-based Approaches
People Detection: Deep Learning Approaches
Tracking
Tracking 2
Body Pose
Gesture Recognition
Action & Activity Recognition
Action & Activity Recognition 2
Segmentation
Semantic Segmentation Overview
Semantic Segmentation with PyTorch
Face
Modern Face Recognition Overview
Eigenface
Visual Transformer
Attention Mechanism
Transformer
Visual Transformer
HPE
HPE Datasets
Object Detection
Evaluation Metrics
COCO JSON Format for Object Detection
YOLO Basics
YOLOv4: Run Pretrained YOLOv4 on COCO Dataset
YOLOv4: Train on Custom Dataset
Annotation Conversion: COCO JSON to YOLO Txt
YOLOv4: Training Tips
YOLOv5: Train Custom Dataset
Scaled YOLOv4
YOLOv3: Train on Custom Dataset
Histogram of Oriented Gradients (HOG)
Overview of Region-based Object Detectors
Contents
Human Pose Estimation (HPE)
Computer Vision
HPE
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