Dataset Versions

v3

2024-03-29 9:14pm

Generated on Mar 29, 2024

Dataset Split

Train Set 86%
32980Images
Valid Set 7%
2765Images
Test Set 7%
2755Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 224x224

Augmentations

Outputs per training example: 4
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 30% Maximum Zoom
Rotation: Between -10° and +10°
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Noise: Up to 1.01% of pixels

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