Dataset Versions

v4

2024-10-30 7:46am

Generated on Oct 30, 2024

Dataset Split

Train Set 86%
12516Images
Valid Set 8%
1128Images
Test Set 6%
852Images

Preprocessing

Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Fill (with center crop) in 640x640
Tile: 2 rows x 2 columns

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Brightness: Between -15% and +15%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels

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