computer vision

Worker-Safety

Object Detection

Worker-Safety Image Dataset

v1

WorkerSafety

Generated on Nov 1, 2021

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Dataset Split

Train Set 93%
2991Images
Valid Set 4%
119Images
Test Set 3%
90Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Blur: Up to 2px
Noise: Up to 10% of pixels