SKKUCAR

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Autodriving

Instance Segmentation

Autodriving Image Dataset

Versions
2024-02-24 7:20pm
v1
·
4 months ago
v1

2024-02-24 7:20pm

Generated on Feb 24, 2024
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10 Total Images

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Dataset Split

Train Set 90%
9Images
Valid Set 10%
1Images
Test Set %
0Images

Preprocessing

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels
Cutout: 3 boxes with 10% size each