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Kadaver

Object Detection

Kadaver Image Dataset

v38

2022-08-30 10:12am

Generated on Aug 30, 2022

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Dataset Split

Train Set 80%
990Images
Valid Set 18%
219Images
Test Set 2%
22Images

Preprocessing

Resize: Fit within 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Grayscale: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 35% Maximum Zoom
Rotation: Between -45° and +45°
Grayscale: Apply to 20% of images
Hue: Between -26° and +26°
Saturation: Between -21% and +21%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Noise: Up to 5% of pixels