Dataset Versions

v2

2023-09-16 2:54pm

Generated on Sep 16, 2023

Dataset Split

Train Set 91%
210Images
Valid Set 4%
10Images
Test Set 4%
10Images

Preprocessing

Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 50-100% Vertical Region
Resize: Stretch to 640x640
Modify Classes: 0 remapped, 2 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Grayscale: Apply to 5% of images
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%

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