Dataset Versions
v1
2023-11-04 4:42pm
Generated on Nov 4, 2023
135 Total Images
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Dataset Split
Train Set 87%
117Images
Valid Set 10%
13Images
Test Set 4%
5Images
Preprocessing
Auto-Orient: Applied
Isolate Objects: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Grayscale: Applied
Augmentations
Outputs per training example: 3
Hue: Between -54° and +54°
Exposure: Between -25% and +25%
Noise: Up to 15% of pixels
Mosaic: Applied
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical
Bounding Box: Brightness: Between -25% and +25%