GameHero Dataset

v1

2021-12-09 2:32pm

Generated on Dec 9, 2021

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Dataset Split

Train Set 87%
222Images
Valid Set 8%
21Images
Test Set 4%
11Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Grayscale: Apply to 25% of images
Brightness: Between -25% and +25%
Blur: Up to 10px
Cutout: 4 boxes with 18% size each
Bounding Box: Flip: Horizontal
Bounding Box: Rotation: Between -15° and +15°