Compared to the approach taken by object detection algorithms before YOLO, which repurpose classifiers to perform detection, YOLO proposes the use of an end-to-end neural network that makes predictions of bounding boxes and class probabilities all at once.
Read more here :
- YOLOv7: The Most Powerful Object Detection Algorithm (2022 Guide)
- YOLO: Real-Time Object Detection Explained