Dataset Versions
v7
2024-09-21 9:21pm
Generated on Sep 21, 2024
1193 Total Images
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Dataset Split
Train Set 83%
987Images
Valid Set 10%
118Images
Test Set 7%
88Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 25% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Blur: Up to 2.5px
Noise: Up to 1.96% of pixels