Liam Li

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Step2-v1_2-sand-illu-1-beixinyao

Instance Segmentation

Step2-v1_2-sand-illu-1-beixinyao Image Dataset

Versions
Step2_v1.2
v1
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a year ago
v1

Step2_v1.2

Generated on Jan 27, 2023
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2373 Total Images

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Dataset Split

Train Set 92%
2185Images
Valid Set 5%
125Images
Test Set 3%
63Images

Preprocessing

Resize: Stretch to 1280x1280

Augmentations

Outputs per training example: 5
Flip: Horizontal, Vertical
Rotation: Between -45° and +45°
Shear: ±15° Horizontal, ±15° Vertical
Noise: Up to 5% of pixels
Cutout: 5 boxes with 10% size each