Dataset Versions

v4

2024-12-21 3:17pm

Generated on Dec 21, 2024

Dataset Split

Train Set 82%
1149Images
Valid Set 9%
127Images
Test Set 9%
128Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Brightness: Between -15% and +15%
Blur: Up to 2px
Noise: Up to 0.54% of pixels

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