OfficeStationary Dataset

v1

2024-01-01 10:44am

Generated on Jan 1, 2024

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Dataset Split

Train Set 93%
54Images
Valid Set 2%
1Images
Test Set 5%
3Images

Preprocessing

Auto-Orient: Applied
Dynamic Crop: Class: Paper Clips
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Grayscale: Apply to 15% of images
Cutout: 3 boxes with 22% size each
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: Rotation: Between -19° and +19°
Bounding Box: Blur: Up to 2.5px