Dataset Versions
v1
2023-03-07 12:35am
Generated on Mar 6, 2023
340 Total Images
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Dataset Split
Train Set 87%
297Images
Valid Set 8%
28Images
Test Set 4%
15Images
Preprocessing
Auto-Orient: Applied
Isolate Objects: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Grayscale: Applied
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Blur: Up to 10px
Mosaic: Applied