ip102

INSPECT (Image-Text Network for Systematic Pest Classification Task), Multimodal Few-Shot Crop Pest & Disease Recognition with Image-Text Alignment & Fusion.

Code for my Master's Thesis in Data Science: Pest Insect Classification on the IP102 Dataset. The paper focuses on improving classification performance on this dataset by addressing two of its major issues, namely class imbalance and intra-class variance.

Small insect pest detection on IP102: VOC to COCO, data-driven anchor sizing, small-anchor Faster/Mask R-CNN, NMS vs Soft-NMS. Rebuilt from M.Sc. coursework.