Kaggle FaceMasks Dataset

v2

2023-03-24 2:27pm

Generated on Mar 24, 2023

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Dataset Split

Train Set 88%
1782Images
Valid Set 8%
170Images
Test Set 4%
84Images

Preprocessing

Auto-Orient: Applied
Static Crop: 29-87% Horizontal Region, 17-77% Vertical Region
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 34% Maximum Zoom
Rotation: Between -19° and +19°
Hue: Between -28° and +28°
Brightness: Between -25% and +25%
Blur: Up to 2.5px
Noise: Up to 4% of pixels
Cutout: 8 boxes with 7% size each