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EngenFix-vehicle-background-remove

Instance Segmentation

EngenFix-vehicle-background-remove Image Dataset

Versions
2023-02-15 5:09am
v1
·
a year ago
v1

2023-02-15 5:09am

Generated on Feb 14, 2023
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954 Total Images

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Dataset Split

Train Set 94%
900Images
Valid Set 4%
35Images
Test Set 2%
19Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Hue: Between -60° and +60°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 2.5px
Noise: Up to 5% of pixels
Bounding Box: Brightness: Between -25% and +25%
Bounding Box: Noise: Up to 5% of pixels