Dataset Versions
v45
2024-11-13 6:52am
Generated on Nov 13, 2024
13528 Total Images
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Dataset Split
Train Set 84%
11301Images
Valid Set 16%
2219Images
Test Set 0%
8Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Grayscale: Applied
Auto-Adjust Contrast: Using Contrast Stretching
Modify Classes: 1 remapped, 3 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Grayscale: Apply to 25% of images
Hue: Between -25° and +25°
Brightness: Between -25% and +25%
Exposure: Between -15% and +15%
Blur: Up to 2.5px
Noise: Up to 1.99% of pixels