Comprehensive Insect Pest Classification with Integrated Visual Encoding Strategies

A novel approach, InsectMamba, that integrates State Space Models, Convolutional Neural Networks, Multi-Head Self-Attention, and Multilayer Perceptrons to effectively capture comprehensive visual features for accurate insect pest classification.