Dataset Versions
v3
2024-08-04 8:56am
Generated on Aug 4, 2024
443 Total Images
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Dataset Split
Train Set 88%
390Images
Valid Set 9%
38Images
Test Set 3%
15Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 1080x720
Auto-Adjust Contrast: Using Contrast Stretching
Grayscale: Applied
Augmentations
Outputs per training example: 3
Grayscale: Apply to 16% of images
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels