High-Performance Fine Defect Detection in Artificial Leather Using Dual Feature Pool Object Detection

no code implementations • 31 Jul 2023 • Lin Huang, Weisheng Li, Linlin Shen, Xue Xiao, Suihan Xiao

In this study, the structural problems of the YOLOv5 model were analyzed emphatically.

Defect Detection object-detection +1

YOLOCS: Object Detection based on Dense Channel Compression for Feature Spatial Solidification

no code implementations • 7 May 2023 • Lin Huang, Weisheng Li, Linlin Shen, Haojie Fu, Xue Xiao, Suihan Xiao

Maintaining inference speeds remarkably similar to those of the YOLOv5 model, the large, medium, and small YOLOCS models surpass the YOLOv5 model's AP by 1. 1%, 2. 3%, and 5. 2%, respectively.

object-detection Object Detection