Dataset Versions
v2
2023-12-22 2:06pm
Generated on Dec 22, 2023
141 Total Images
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Dataset Split
Train Set 87%
123Images
Valid Set 9%
12Images
Test Set 4%
6Images
Preprocessing
Auto-Orient: Applied
Static Crop: 40-75% Horizontal Region, 0-50% Vertical Region
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Grayscale: Apply to 50% of images
Blur: Up to 1.5px
Noise: Up to 2% of pixels
Bounding Box: Rotation: Between -44° and +44°
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical