EyeDetection

PithDetection

Object Detection

PithDetection Image Dataset

v2

FourBoundingBoxesSharedPithPosition

Generated on Oct 11, 2022

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Dataset Split

Train Set 90%
957Images
Valid Set 8%
84Images
Test Set 2%
19Images

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