Dataset Versions
v2
2024-05-10 7:56pm
Generated on May 10, 2024
14026 Total Images
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Dataset Split
Train Set 87%
12261Images
Valid Set 8%
1177Images
Test Set 4%
588Images
Preprocessing
Auto-Orient: Applied
Static Crop: 3-64% Horizontal Region, 0-91% Vertical Region
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Brightness: Between -15% and +15%
Noise: Up to 0.1% of pixels