Dataset Versions
v3
2024-07-23 4:03pm
Generated on Jul 23, 2024
2272 Total Images
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Dataset Split
Train Set 99%
2247Images
Valid Set 1%
25Images
Test Set %
0Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Saturation: Between -30% and +30%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 2px
Noise: Up to 1.01% of pixels