X. Zhong

Optimization of Robot Vision Object Detection and Recognition Algorithm Based on Convolutional Neural Network

A lightweight backbone architecture combining depthwise separable convolution and channel attention mechanisms is first designed to reduce computational complexity while preserving semantic representation capability, and an adaptive feature pyramid network is developed to enhance multi-scale feature fusion and improve...