Masters thesis

Traffic Detection

Object Detection

Traffic Detection Image Dataset

v5

2024-02-11 1:57am

Generated on Feb 11, 2024

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Dataset Split

Train Set 86%
1230Images
Valid Set 11%
159Images
Test Set 3%
44Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Grayscale: Apply to 25% of images
Blur: Up to 0.9px
Noise: Up to 1.65% of pixels
bibi
7514 images
Vehicles-bikes-pedestrians-rai
7207 images
big-bus-big-truck-bus-l-
5925 images