Dataset Versions

v18

2023-10-21 7:09pm

Generated on Oct 21, 2023

Dataset Split

Train Set 88%
1029Images
Valid Set 8%
97Images
Test Set 4%
49Images

Preprocessing

Auto-Orient: Applied
Static Crop: 13-90% Horizontal Region, 10-83% Vertical Region
Resize: Stretch to 512x512

Augmentations

Outputs per training example: 3
Shear: ±8° Horizontal, ±9° Vertical
Brightness: Between -32% and +32%
Exposure: Between -4% and +4%
Bounding Box: Brightness: Between -16% and +16%

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