Dataset Versions

v3

2024-03-22 3:45pm

Generated on Mar 22, 2024

Dataset Split

Train Set 92%
17930Images
Valid Set 5%
1025Images
Test Set 3%
512Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 5
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Exposure: Between -10% and +10%

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