Dataset Versions
Versions
v1
2024-07-13 11:00am
Generated on Jul 13, 2024
52 Total Images
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Dataset Split
Train Set 87%
45Images
Valid Set 10%
5Images
Test Set 4%
2Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
Grayscale: Apply to 15% of images
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Noise: Up to 0.1% of pixels
Bounding Box: Noise: Up to 0.1% of pixels