Multi-Crop Disease Identification & Visual Benchmarking

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Multi-Crop Disease Identification & Visual Benchmarking

Supervisor: Md. Muksit Ul Islam (Assistant Professor)

Authors: Md. Rakaatul Islam Ratul, Mehedi Al Asif, Md. Abdullah, Md. Shamim Ahmed

PDF Research Paper

1. Data Preparation (3)

01 Train_YOLOv11-M Weights

02 Segmentation Drive

03 Augmentation Drive

2. Benchmarked Models (12)

01CBAM-BasicCNN8c Weights

02ResNet50V28c Weights

03MobileNetV3-Large8c Weights

04EfficientNetV2-M9c Weights

05ConvNeXt-Tiny8c Weights

06CoAtNet-08c Weights

07ViT-B-168c Weights

08Swin-Tiny8c Weights

09DeiT-III8c Weights

10DINOv28c Weights

11EVA-02-Tiny8c Weights

12SigLIP28c Weights

3. Experimental Trials

🧪 Failed Iterations & Ablation Milestones
(Coming Soon)