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mattress segmentation

Instance Segmentation

mattress segmentation Image Dataset

Versions
2024-02-01 5:35pm
v3
Feb 1, 2024
2024-02-01 5:27pm
v2
Feb 1, 2024
2023-10-18 9:44am
v1
Oct 18, 2023
v3

2024-02-01 5:35pm

Generated on Feb 1, 2024
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8396 Total Images

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Dataset Split

Train Set 88%
7347Images
Valid Set 8%
699Images
Test Set 4%
350Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Shear: ±45° Horizontal, ±12° Vertical
Brightness: Between -25% and +25%
Exposure: Between -15% and +15%
Blur: Up to 2.8px