Last Updated on 16th April 2021 by Li-Wen Wang
Scaled-YOLOv4: Scaling Cross Stage Partial Network
In this reading notes:
- We have reviewed some basic model scaling method: width, depth, resolution, compound scaling.
- We have computed the operation amount of residual blocks, and showed the relation with input image size (square), number of layers (linear), number of filters (square).
- We have presented the proposed Cross-Stage Partial (CSP) method that decreases the operations and improves the performance of basic CNN layers.