Dataset Versions
v1
2023-11-27 5:08pm
Generated on Nov 27, 2023
504 Total Images
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Dataset Split
Train Set 88%
441Images
Valid Set 8%
42Images
Test Set 4%
21Images
Preprocessing
Auto-Orient: Applied
Static Crop: 20-91% Horizontal Region, 7-79% Vertical Region
Resize: Stretch to 640x640
Grayscale: Applied
Augmentations
Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Grayscale: Apply to 25% of images
Hue: Between -84° and +84°
Noise: Up to 6% of pixels