Scaled-YOLOv4: Scaling Cross Stage Partial Network

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.

PPT can be download from: https://connectpolyu-my.sharepoint.com/:p:/g/personal/18048204r_connect_polyu_hk/ET9zlHku9TFApqdl1A5NTV8BjFXPLizhCMupm6Ohcbehig?e=hhLlyc

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