Dataset Versions

v4

2023-08-17 5:43pm

Generated on Aug 17, 2023

Dataset Split

Train Set 89%
90Images
Valid Set 7%
7Images
Test Set 4%
4Images

Preprocessing

Auto-Orient: Applied
Static Crop: 14-88% Horizontal Region, 18-95% Vertical Region
Resize: Stretch to 640x640
Grayscale: Applied

Augmentations

Outputs per training example: 3
Grayscale: Apply to 22% of images
Hue: Between -25° and +25°
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Bounding Box: Exposure: Between -25% and +25%

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