Dataset Versions

v3

2023-01-23 11:05am

Generated on Jan 23, 2023

Dataset Split

Train Set 90%
480Images
Valid Set 8%
44Images
Test Set 2%
12Images

Preprocessing

Auto-Orient: Applied
Static Crop: 27-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Tile: 2 rows x 2 columns

Augmentations

Outputs per training example: 3
Flip: Horizontal
Shear: ±15° Horizontal, ±15° Vertical
Brightness: Between -25% and +25%
Mosaic: Applied

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