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Peds_safety

Object Detection

Peds_safety Image Dataset

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Versions
2023-12-27 11:43pm
v2
Dec 27, 2023
2023-12-26 11:26pm
v1
Dec 26, 2023
v2

2023-12-27 11:43pm

Generated on Dec 27, 2023
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Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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170 Total Images

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Dataset Split

Train Set 79%
135Images
Valid Set 15%
25Images
Test Set 6%
10Images

Preprocessing

Resize: Stretch to 720x640
Auto-Adjust Contrast: Using Histogram Equalization

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Hue: Between -111° and +111°
Saturation: Between -68% and +68%