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Finale

Object Detection

Finale Image Dataset

Versions
2022-06-01 2:10pm
v4
Jun 1, 2022
FINAL
v3
Jun 1, 2022
with preprocessing
v2
May 31, 2022
without preprocessing
v1
May 31, 2022
v4

2022-06-01 2:10pm

Generated on Jun 1, 2022
Download Dataset

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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390 Total Images

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Dataset Split

Train Set 90%
351Images
Valid Set 6%
25Images
Test Set 4%
14Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Mosaic: Applied
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise
Bounding Box: Brightness: Between -25% and +25%
Bounding Box: Exposure: Between -25% and +25%