Deep learning-based analysis of insect life stages using a repurposed dataset

Fatin Faiaz Ahsan, Melissa L. Thomas, Hamid Laga, Ferdous Sohel

Published: 01 Dec 2025, Last Modified: 09 Nov 2025Ecological InformaticsEveryoneRevisionsCC BY-SA 4.0
Abstract: Highlights•We propose an AI-based method for insects and their life stage detection.•We repurpose a pest dataset by adding life-stage labels to the insect species.•High performance was achieved for both species and life-stage recognition.
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