Dataset Versions
v1
2024-07-30 8:13pm
Generated on Jul 30, 2024
23598 Total Images
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Dataset Split
Train Set 87%
20643Images
Valid Set 8%
1970Images
Test Set 4%
985Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Contrast Stretching
Grayscale: Applied
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Grayscale: Apply to 15% of images
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%