Eye annotations YOLO to VOC

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Eye-Detection

Object Detection

Eye-Detection Image Dataset

Try Pre-Trained Model
Versions
4-Class-Multiple boxes split at the pupil
v4
May 18, 2022
1-Class-Single box
v3
May 18, 2022
1-Class-Multiple boxes split at the pupil
v2
May 17, 2022
v4

4-Class-Multiple boxes split at the pupil

Generated on May 18, 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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1289 Total Images

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Dataset Split

Train Set 86%
1113Images
Valid Set 9%
110Images
Test Set 5%
66Images

Preprocessing

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

Augmentations

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