Dataset Versions
Versions
v1
2024-10-07 4:50am
Generated on Oct 7, 2024
9315 Total Images
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Dataset Split
Train Set 88%
8151Images
Valid Set 8%
776Images
Test Set 4%
388Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Noise: Up to 0.1% of pixels
Cutout: 3 boxes with 10% size each