Introduction to YOLOX | Object Detection | Deep Learning
Hello, Neurons!! YOLOX is the latest version of YOLO models, pushing the limit in terms of speed and accuracy. YOLOX most recently won Streaming Perception Challenge (Workshop on Autonomous Driving at CVPR 2021).
Paper Link: https://arxiv.org/pdf/2107.08430.pdf
The biggest modeling changes include the removal of box anchors (improves the portability of the model to edge devices) and the decoupling of the YOLO detection head into separate feature channels for box classification and box regression (improves training convergence time and model accuracy).
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