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COLLISION AVOIDANCE SYSTEM BASED ON AUTO ZONE-DIMMING HEADLIGHTS: PREVENTING TROXLER EFFECT

Object Detection

COLLISION AVOIDANCE SYSTEM BASED ON AUTO ZONE-DIMMING HEADLIGHTS: PREVENTING TROXLER EFFECT Image Dataset

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Versions
2023-08-26 11:00am
v1
Aug 26, 2023
v1

2023-08-26 11:00am

Generated on Aug 26, 2023
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1153 Total Images

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Dataset Split

Train Set 87%
1008Images
Valid Set 9%
100Images
Test Set 4%
45Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Blur: Up to 1.75px
Bounding Box: Flip: Horizontal
Bounding Box: Brightness: Between -25% and +25%