Joseph Nelson

Boggle Boards

Object Detection

Boggle Boards Image Dataset

v6

2023-06-14 11:47am

Generated on Jun 14, 2023

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Dataset Split

Train Set 88%
693Images
Valid Set 8%
60Images
Test Set 4%
32Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 30% Maximum Zoom
Hue: Between -25° and +25°
Saturation: Between -20% and +20%
Brightness: Between -20% and +20%
Exposure: Between -10% and +10%
Blur: Up to 0.5px