Dataset Versions
v1
2024-04-05 10:30am
Generated on Apr 5, 2024
1378 Total Images
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Dataset Split
Train Set 88%
1206Images
Valid Set 8%
115Images
Test Set 4%
57Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Grayscale: Apply to 25% 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 4.5px
Noise: Up to 1.8% of pixels