Dataset Versions

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Versions
By YOLOv11
v4
·
22 days ago
Detailed Classification With Augmentation
v3
·
2 months ago
Without Augmentation
v2
·
2 months ago
With Augmentation
v1
·
2 months ago
v4

By YOLOv11

Generated on Oct 22, 2024
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Dataset Split

Train Set 92%
354Images
Valid Set 4%
14Images
Test Set 4%
15Images

Preprocessing

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Exposure: Between -15% and +15%
Blur: Up to 2.5px
Noise: Up to 1.84% of pixels

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