Scaled-YOLOv4: Scaling Cross Stage Partial Network

November 2020

tl;dr: Best practice to scale single-stage object detector. EfficientNet for Yolov4.

Overall impression

The paper is not as well written as the original Yolov4 paper. This paper follows the methodology of EfficientNet.

From this review on Zhihu it looks like Scaled-YOLOv4 is heavily based on YOLOv5.

Key ideas

Technical details