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Night Obstacles

Classification

Night Obstacles Image Dataset

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Versions
2024-02-01 2:42pm
v3
·
5 months ago
2024-01-25 3:40pm
v2
·
5 months ago
2024-01-25 11:34am
v1
·
5 months ago
v3

2024-02-01 2:42pm

Generated on Feb 1, 2024
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456 Total Images

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Dataset Split

Train Set 83%
378Images
Valid Set 9%
41Images
Test Set 8%
37Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 320x320

Augmentations

Outputs per training example: 3
Grayscale: Apply to 15% of images
Saturation: Between -16% and +16%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 2.5px