Dataset Versions

v4

2024-06-12 8:02pm

Generated on Jun 12, 2024

Dataset Split

Train Set 87%
72Images
Valid Set 10%
8Images
Test Set 4%
3Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 30% Maximum Zoom
Rotation: Between -15° and +15°
Grayscale: Apply to 25% of images
Hue: Between -25° and +25°
Brightness: Between -25% and +25%
Blur: Up to 1.8px

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