Dataset Versions
Versions
v1
2023-09-02 2:21pm
Generated on Sep 2, 2023
1447 Total Images
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Dataset Split
Train Set 87%
1266Images
Valid Set 8%
121Images
Test Set 4%
60Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Grayscale: Apply to 25% of images
Bounding Box: Rotation: Between -20° and +20°
Bounding Box: Brightness: Between -10% and +10%
Bounding Box: Exposure: Between -25% and +25%
Bounding Box: Blur: Up to 1.25px
Bounding Box: Noise: Up to 5% of pixels