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Scrub-Instance

Instance Segmentation

Scrub-Instance Image Dataset

Versions
2024-05-23 12:08pm
v3
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a month ago
2024-05-23 11:56am
v2
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a month ago
2024-05-23 12:57pm
v1
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a month ago
v2

2024-05-23 11:56am

Generated on May 23, 2024
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7783 Total Images

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Dataset Split

Train Set 11%
888Images
Valid Set 1%
72Images
Test Set 0%
37Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Hue: Between -21° and +21°
Brightness: Between -15% and +15%
Exposure: Between -0% and +0%
Blur: Up to 0.5px
Noise: Up to 0.46% of pixels