Dataset Versions
v1
2024-01-09 11:20pm
Generated on Jan 9, 2024
2363 Total Images
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Dataset Split
Train Set 86%
2043Images
Valid Set 9%
217Images
Test Set 4%
103Images
Preprocessing
Auto-Orient: Applied
Isolate Objects: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Contrast Stretching
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Saturation: Between -25% and +25%
Exposure: Between -15% and +15%
Noise: Up to 1.96% of pixels