Dataset Versions

v1

2024-05-17 7:40pm

Generated on May 17, 2024

Dataset Split

Train Set 87%
5088Images
Valid Set 8%
484Images
Test Set 4%
244Images

Preprocessing

Auto-Orient: Applied
Static Crop: 0-100% Horizontal Region, 0-75% Vertical Region
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Tile: 2 rows x 2 columns

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Bounding Box: Shear: ±10° Horizontal, ±10° Vertical

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