Ipylot project

Distracted Driving

Object Detection

Distracted Driving Image Dataset

v4

augmentation_with_4_filters

Generated on Jul 9, 2022

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Dataset Split

Train Set 91%
20037Images
Valid Set 5%
1000Images
Test Set 5%
1005Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x480

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Noise: Up to 5% of pixels