Dataset Versions
v5
p1
Generated on Oct 9, 2024
1262 Total Images
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Dataset Split
Train Set 87%
1104Images
Valid Set 6%
79Images
Test Set 6%
79Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Grayscale: Apply to 15% of images
Exposure: Between -7% and +7%
Blur: Up to 2.5px
Noise: Up to 0.69% of pixels