Joseph Nelson

Boggle Boards

Object Detection

Boggle Boards Image Dataset

v10

2023-06-14 5:07pm

Generated on Jun 14, 2023

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Dataset Split

Train Set 93%
1155Images
Valid Set 5%
60Images
Test Set 3%
32Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 960x960
Modify Classes: 2 remapped, 0 dropped

Augmentations

Outputs per training example: 5
Crop: 0% Minimum Zoom, 30% Maximum Zoom
Hue: Between -25° and +25°
Saturation: Between -20% and +20%
Brightness: Between -20% and +20%
Blur: Up to 0.5px