Interpretation of the new version of Yolov8 (2): How to add the optimization point to the new version, and explain by adding the lightweight network Ghostnetv2 comparison

 Purpose of this article:

Recently, yolov8 has carried out a major update, and there are some changes in where some optimization points are added. Therefore, this article mainly uses specific cases to compare and explain, so that it can be easily used in the new version.

old version

ultralytics/nn

 The new version is updated to:

The contents of the modules folder are as follows:

  Interpretation:

Split modules.py into

1.__init__.py

2.block.py

3.conv.py

4.head.py

5.transformer.py

6.utils.py

Table of contents