Applied AI

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test

Object Detection

test Image Dataset

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Versions
2023-10-16 4:57pm
v6
Oct 16, 2023
2023-10-16 4:53pm
v5
Oct 16, 2023
2023-10-16 4:31pm
v4
Oct 16, 2023
2023-10-16 4:08pm
v3
Oct 16, 2023
2023-10-16 3:44pm
v1
Oct 16, 2023
v6

2023-10-16 4:57pm

Generated on Oct 16, 2023
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Popular Download Formats

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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2952 Total Images

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Dataset Split

Train Set 87%
2568Images
Valid Set 4%
116Images
Test Set 9%
268Images

Preprocessing

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -18° and +18°
Saturation: Between -48% and +48%
Brightness: Between -33% and +33%
Noise: Up to 8% of pixels
Mosaic: Applied