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PestNet50: Pest Classification via Swin-Hybrid Networks with Auxiliary Supervision

Pest classification is an important task in precision agriculture because early identification of harmful species can support timely treatment and reduce unnecessary pesticide use. However, many public insect datasets combine multiple developmental stages, geographic regions, and acquisition conditions, which increases...