EyeContactDetection From GazeLock EyeContact Only

Object Detection

Dataset Versions

v1

NoCrop_Fliph_Blur_Sat_Noise_Brigt

Generated on May 22, 2023

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Pascal VOC XML
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Dataset Split

Train Set 92%
975Images
Valid Set 4%
41Images
Test Set 4%
41Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1440x960

Augmentations

Outputs per training example: 3
Flip: Horizontal
Saturation: Between -20% and +20%
Brightness: Between -30% and +30%
Blur: Up to 1.5px
Noise: Up to 5% of pixels