Dataset Versions
v10
added noise- brightness- contrast
Generated on Mar 12, 2024
1945 Total Images
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Dataset Split
Train Set 92%
1794Images
Valid Set 4%
76Images
Test Set 4%
75Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Brightness: Between -25% and +25%
Blur: Up to 1.5px
Noise: Up to 0.5% of pixels
Mosaic: Applied