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Structure of deep learning networks. (a) Tiny YOLOv3. (b) Improved YOLOv3. Tiny YOLOv3 has a simple structure with a backbone that consists of conv and max pool, while improved YOLOv3 has a more complex structure of Resnet, DBL, and FPN, which makes it more accurate.
