Autodriving Dataset

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2024-07-06 3:04pm
v2
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2 days ago
2024-07-02 2:08pm
v1
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6 days ago
v1

2024-07-02 2:08pm

Generated on Jul 2, 2024
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244 Total Images

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Dataset Split

Train Set 87%
213Images
Valid Set 9%
21Images
Test Set 4%
10Images

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°
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