Dataset Versions

v8

2024-08-12 6:17am

Generated on Aug 12, 2024

Dataset Split

Train Set 88%
1056Images
Valid Set 8%
97Images
Test Set 4%
48Images

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 2.5px
Noise: Up to 0.1% of pixels

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