EyeDetection

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PithDetection

Object Detection

PithDetection Image Dataset

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Versions
FourBoundingBoxesSharedPithPosition
v2
Oct 11, 2022
2022-10-01 11:29am
v1
Oct 1, 2022
v1

2022-10-01 11:29am

Generated on Oct 1, 2022
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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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552 Total Images

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Dataset Split

Train Set 92%
510Images
Valid Set 8%
42Images
Test Set %
0Images

Preprocessing

Resize: Stretch to 416x416
Auto-Adjust Contrast: Using Adaptive Equalization
Grayscale: Applied

Augmentations

Outputs per training example: 3
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 10px
Noise: Up to 5% of pixels