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Multi-task tomato leaf model (YOLO-style det + cls + seg + severity, 2.6M params): labels are whole-leaf boxes, so severity and seg are broken. Looking for advice

Hi all, I'm building CropGuard, a lightweight multi-task model for tomato leaf disease diagnosis from a single forward pass: detection + classification + segmentation + severity. It's 2.63M params, runs on 320x320 RGB, and is CPU-capable. ARCHITECTURE - Backbone: timm fasternet_t0 (features_only),…

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  1. 2026-10-08 18:10 · r/computervision
    Multi-task tomato leaf model (YOLO-style det + cls + seg + severity, 2.6M params): labels are whole-leaf boxes, so severity and seg are broken. Looking for advice

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