Dataset Versions
v9
2024-08-15 10:16pm
Generated on Aug 15, 2024
2187 Total Images
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Dataset Split
Train Set 86%
1887Images
Valid Set 9%
186Images
Test Set 5%
114Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Contrast Stretching
Grayscale: Applied
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Grayscale: Apply to 25% of images
Brightness: Between -15% and +15%
Noise: Up to 0.1% of pixels