Dataset Versions
v3
2022-12-15 12:51am
Generated on Dec 14, 2022
11926 Total Images
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Dataset Split
Train Set 88%
10545Images
Valid Set 8%
975Images
Test Set 3%
406Images
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
Grayscale: Apply to 46% of images
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Brightness: Between -22% and +22%