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Object Detection

1 Image Dataset

Versions
2022-09-01 4:21pm
v5
Sep 1, 2022
2022-09-01 3:25pm
v4
Sep 1, 2022
2022-09-01 3:06pm
v3
Sep 1, 2022
2022-09-01 2:47pm
v1
Sep 1, 2022
v5

2022-09-01 4:21pm

Generated on Sep 1, 2022
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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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1954 Total Images

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Dataset Split

Train Set 88%
1713Images
Valid Set 11%
220Images
Test Set 1%
21Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 255x255
Modify Classes: 0 remapped, 1 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 23% Maximum Zoom
Shear: ±15° Horizontal, ±15° Vertical
Blur: Up to 1.5px
Noise: Up to 5% of pixels