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CrossWalk

Semantic Segmentation

CrossWalk Image Dataset

Versions
2023-07-29 9:13am
v1
Jul 29, 2023
v1

2023-07-29 9:13am

Generated on Jul 29, 2023
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399 Total Images

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Dataset Split

Train Set 86%
342Images
Valid Set 9%
34Images
Test Set 6%
23Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Blur: Up to 2.5px
Noise: Up to 5% of pixels
Bounding Box: Brightness: Between -25% and +25%
Bounding Box: Exposure: Between -25% and +25%
Bounding Box: Noise: Up to 5% of pixels