YOLO v3

  • The third version of YOLO, released in 2018

  • Darknet-53 as the backbone (a variant of ResNet for detection)

  • Anchor boxes with different scales and aspect ratios

  • Constructs a pyramid of feature maps, to detect objects at different scales, similar to the FPNs (Feature Pyramid Networks).

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