Research on Image Recognition Based on Improved YOLOv5s Network Model Algorithm

• Published in: 2024 4th International Conference on Neural Networks, Information and Communication (NNICE) pp. 658 - 662
• Main Authors: Xie, Keying, Li, Haoyuan, Chen, Xiaodan, Zheng, Weichao, Gan, Jing, Chen, Xinxin
• Format: Conference Proceeding
• Language: English
• Published: IEEE 19.01.2024
• Subjects: Adaptive systems; Analytical models; Artificial neural networks; Bidirectional control; Deep learning; Image processing; Image recognition; Network structure; Object detection; Training; YOLO; YOLOv5s

In order to achieve rapid classification and extraction of pig target features. Propose an improved pig image object detection method based on YOLOv5s, using YOLOv5s adaptive anchor box calculation to obtain anchor boxes suitable for self built datasets; Combining convolutional block attention modul...