Dataset Versions
v1
2024-09-03 8:41pm
Generated on Sep 3, 2024
21 Total Images
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Dataset Split
Train Set 86%
18Images
Valid Set 10%
2Images
Test Set 5%
1Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Grayscale: Apply to 15% of images
Hue: Between -180° and +180°
Saturation: Between -50% and +50%
Brightness: Between -13% and +13%
Exposure: Between -13% and +13%
Blur: Up to 0.2px
Noise: Up to 1.76% of pixels
Bounding Box: Brightness: Between -10% and +10%
Bounding Box: Exposure: Between -10% and +10%
Bounding Box: Noise: Up to 1.01% of pixels