Basics of Image Processing: Image Registration
41:30
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Basics of Image Processing: Image Registration
Basics of Image Processing: Image Registration by Erik Meijering, Medical Informatics and Radiology, Erasmus University Medical Center, Rotterdam, Netherlands Learning Objectives: • Image transformations (rigid and nonrigid) • Image similarity metrics and optimization • Motion correction and deformation analysis • Multimodal ...
36.5K viewsAug 5, 2020
Homography Tutorial
AI TENNIS ANALYSIS. A FULL COMPUTER VISION SYSTEM. BUILT ON YOLO, PYTORCH, AND KEYPOINT EXTRACTION.Take any tennis match broadcast, any camera angle, any resolution. Feed it into the pipeline. YOLO detects both players and the tennis ball frame by frame. No manual labeling, no pre-annotated dataset. A fine-tuned YOLOv5 model trained on a Roboflow tennis ball dataset handles the ball - the hardest object to track in any sport. Tiny, fast, constantly occluded. The model finds it anyway.Trackers ma
4:41:24
AI TENNIS ANALYSIS. A FULL COMPUTER VISION SYSTEM. BUILT ON YOLO, PYTORCH, AND KEYPOINT EXTRACTION.Take any tennis match broadcast, any camera angle, any resolution. Feed it into the pipeline. YOLO detects both players and the tennis ball frame by frame. No manual labeling, no pre-annotated dataset. A fine-tuned YOLOv5 model trained on a Roboflow tennis ball dataset handles the ball - the hardest object to track in any sport. Tiny, fast, constantly occluded. The model finds it anyway.Trackers ma
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