SKKUCAR Education

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Autodriving

Instance Segmentation

Autodriving Image Dataset

Versions
2024-02-27 10:42am
v4
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4 months ago
2024-02-27 10:36am
v3
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4 months ago
2024-02-27 10:32am
v2
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4 months ago
v4

2024-02-27 10:42am

Generated on Feb 27, 2024
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649 Total Images

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Dataset Split

Train Set 100%
648Images
Valid Set %
0Images
Test Set 0%
1Images

Preprocessing

Auto-Orient: Applied
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°
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