Dataset Versions
v1
2024-02-05 5:32pm
Generated on Feb 5, 2024
1936 Total Images
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Dataset Split
Train Set 87%
1692Images
Valid Set 8%
164Images
Test Set 4%
80Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Grayscale: Applied
Tile: 2 rows x 2 columns
Augmentations
Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Grayscale: Apply to 15% of images
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels