plant leaf disease detection Image Dataset
Versions
2023-06-15 4:07pm
v13
Jun 15, 2023
2023-06-15 2:57pm
v12
Jun 15, 2023
2023-06-14 11:26am
v11
Jun 14, 2023
2023-05-27 3:54pm
v10
May 27, 2023
2023-05-27 3:44pm
v9
May 27, 2023
2023-05-27 3:28pm
v8
May 27, 2023
2023-05-27 3:15pm
v7
May 27, 2023
2023-05-27 12:50pm
v6
May 27, 2023
2023-05-27 11:45am
v4
May 27, 2023
2023-05-27 11:38am
v3
May 27, 2023
2023-05-27 11:26am
v2
May 27, 2023
2023-05-22 5:45pm
v1
May 22, 2023
v4
2023-05-27 11:45am
Generated on May 27, 2023
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Darknet TXT annotations used with YOLO Darknet (both v3 and v4) and YOLOv3 PyTorch.
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Common XML annotation format for local data munging (pioneered by ImageNet).
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4528 Total Images
View All ImagesDataset Split
Train Set 89%
4018Images
Valid Set 7%
314Images
Test Set 4%
196Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Augmentations
Outputs per training example: 2
Shear: ±5° Horizontal, ±27° Vertical
Mosaic: Applied
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: Noise: Up to 20% of pixels
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