Dataset Versions

v3

2024-12-23 8:23pm

Generated on Dec 23, 2024

Dataset Split

Train Set 82%
2588Images
Valid Set 12%
369Images
Test Set 6%
185Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 2
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Grayscale: Apply to 15% of images
Saturation: Between -15% and +15%
Brightness: Between -15% and +15%
Noise: Up to 0.14% of pixels

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