Dataset Versions
Versions
v1
2023-12-07 1:01pm
Generated on Dec 7, 2023
5436 Total Images
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Dataset Split
Train Set 89%
4812Images
Valid Set 2%
124Images
Test Set 9%
500Images
Preprocessing
No preprocessing steps were applied.
Augmentations
Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Grayscale: Apply to 25% of images
Brightness: Between -25% and +25%
Blur: Up to 2.5px
Noise: Up to 5% of pixels
Cutout: 8 boxes with 10% size each