Dataset Versions
v2
2023-07-21 11:24pm
Generated on Jul 21, 2023
2286 Total Images
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Dataset Split
Train Set 87%
1998Images
Valid Set 8%
189Images
Test Set 4%
99Images
Preprocessing
Static Crop: 25-94% Horizontal Region, 57-75% Vertical Region
Resize: Stretch to 512x512
Auto-Adjust Contrast: Using Histogram Equalization
Grayscale: Applied
Tile: 3 rows x 3 columns
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: Blur: Up to 12px
Bounding Box: Noise: Up to 5% of pixels