Dataset Versions

v6

2023-07-06 3:45pm

Generated on Jul 6, 2023

Dataset Split

Train Set 87%
2109Images
Valid Set 8%
202Images
Test Set 4%
100Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 1280x720

Augmentations

Outputs per training example: 3
Flip: Horizontal
Grayscale: Apply to 20% of images
Saturation: Between -20% and +20%
Brightness: Between -20% and +20%
Exposure: Between -10% and +10%
Blur: Up to 0.75px
Noise: Up to 2% of pixels

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