Sparse Ghost Module: A Lightweight Module Designed for the Object Detection Networks

Sparse Ghost Module-related function were listed in Sparse Ghost Module.py (in YOLOv5 format).

Prerequisites and Run

• Clone and install according to the document of YOLOv5.

• Add the module functions in Sparse Ghost Module.py to your local common.py or experiencel.py.

• Add the relevant module name of the Spark Ghost Module in your local yolo.py as shown in the following figure.

• Write network configuration yaml files based on your needs, or simply use yolov5l-sparseghost.yaml.

• Refer to the YOLOv5's tutorial for experiments.

the Multiple Kinds of Underwater Organisms (MKUO) dataset

link: https://pan.baidu.com/s/1f8Dvh7z73PEbFA6DKwRdQw?pwd=3ub6 (extract code: 3ub6)

Acknowledgements

• The authors of YOLOv5
• The authors of GhostNet