Dataset Versions

v2

2023-07-18 4:08pm

Generated on Jul 18, 2023

Dataset Split

Train Set 87%
2166Images
Valid Set 8%
207Images
Test Set 4%
104Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 640x480

Augmentations

Outputs per training example: 3
Flip: Horizontal
Grayscale: Apply to 15% of images
Saturation: Between -15% and +15%
Brightness: Between -15% and +15%
Exposure: Between -15% and +15%
Blur: Up to 1px
Noise: Up to 2% of pixels

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