Dataset Versions
v3
2024-09-25 7:24pm
Generated on Sep 25, 2024
21070 Total Images
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Dataset Split
Train Set 92%
19320Images
Valid Set 8%
1750Images
Test Set %
0Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Crop: 5% Minimum Zoom, 25% Maximum Zoom
Hue: Between -10° and +10°
Saturation: Between -25% and +25%
Brightness: Between -20% and +20%
Exposure: Between -11% and +11%
Blur: Up to 2.1px
Noise: Up to 0.1% of pixels