accident detection

Accident Detection

Object Detection

Accident Detection Image Dataset

v2

2024-01-03 8:27am

Generated on Jan 3, 2024

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Pascal VOC XML
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Dataset Split

Train Set 87%
14113Images
Valid Set 8%
1347Images
Test Set 4%
675Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied

Augmentations

Outputs per training example: 3
Flip: Vertical
Rotation: Between -15° and +15°
Grayscale: Apply to 25% of images
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise
Severe-Moderate-low
6654 images
AwS
accident
5309 images
car-accident
5764 images
also-car-accident
8679 images