Dataset Versions

v3

2024-04-09 9:05pm

Generated on Apr 9, 2024

Dataset Split

Train Set 82%
78Images
Valid Set 12%
11Images
Test Set 6%
6Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 2
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±6° Horizontal, ±3° Vertical
Grayscale: Apply to 15% of images
Brightness: Between -15% and +15%

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