Notebooks for detection and classification model training. Insect classification model. Python scripts for processing of data, collected with the Insect Detect DIY camera trap.

Official code of the paper "Deep-Wide Learning Assistance for Insect Pest Classification"

A machine learning application for classifying Diapriidae family insects at the genus level and determining their sex using image data.

About Insect pests significantly impact agricultural yields, and accurate recognition helps prevent economic losses. This project uses transfer learning on the IP102 dataset with ResNet-50 pre-trained on ImageNet.