Performance of Deep Convolutional Neural Network Approaches and Human Level in Detecting Mosquito Species
Rangsan Jomtarak, Veerayuth Kittichai, Theerakamol Pengsakul, Naphop Phatthamolrat, Kaung Myat Naing, Teerawat Tongloy, Santhad Chuwongin, Siridech Boonsang
The paper evaluates YOLO v3 for mosquito species classification, achieving high accuracy and sensitivity, and compares model performance with entomologist annotations.
bioRxiv · Jul 23, 2021 · PreprintBioinformatics