Yolo V3 - its architecture and working

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This coursework provides an in-depth exploration of object detection principles, focusing on YOLO (You Only Look Once) and its real-time advantages. It covers image representation basics, neural networks, and CNNs, transitioning to a detailed YOLOv3 architecture breakdown, including its backbone and multi-scale detection capabilities. Key topics include decoding predictions via anchor boxes, training mechanisms like loss functions, inference techniques such as Non-Maximum Suppression, and...