Dataset Versions
v1
2024-07-17 3:42am
Generated on Jul 17, 2024
4807 Total Images
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Dataset Split
Train Set 95%
4575Images
Valid Set 3%
155Images
Test Set 2%
77Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Grayscale: Apply to 15% of images
Noise: Up to 0.1% of pixels
Bounding Box: Flip: Horizontal
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Blur: Up to 2.5px