Dataset Versions

v12

2023-01-24 5:42pm

Generated on Jan 24, 2023

Dataset Split

Train Set 73%
1656Images
Valid Set 4%
82Images
Test Set 24%
540Images

Preprocessing

Auto-Orient: Applied
Static Crop: 0-100% Horizontal Region, 30-100% Vertical Region
Resize: Stretch to 720x1280

Augmentations

Outputs per training example: 3
Rotation: Between -10° and +10°
Brightness: Between -25% and +25%
Blur: Up to 1px
Noise: Up to 8% of pixels

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