Dataset Versions
v3
2023-10-25 9:18am
Generated on Oct 25, 2023
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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
Augmentations
Outputs per training example: 5
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 3% Maximum Zoom
Hue: Between -25° and +25°
Saturation: Between -60% and +60%
Brightness: Between -35% and +35%
Exposure: Between -23% and +23%
Blur: Up to 3.25px
Noise: Up to 9% of pixels
Mosaic: Applied