wurdataset

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EPR 2 TEST

Instance Segmentation

EPR 2 TEST Image Dataset

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Versions
105Aug1class
v5
·
11 days ago
Raw42
v4
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11 days ago
2024-06-05 5:09pm
v3
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25 days ago
2024-06-05 4:58pm
v2
·
25 days ago
2024-06-05 12:41pm
v1
·
25 days ago
v5

105Aug1class

Generated on Jun 19, 2024
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105 Total Images

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Dataset Split

Train Set 91%
96Images
Valid Set 6%
6Images
Test Set 3%
3Images

Preprocessing

Modify Classes: 0 remapped, 1 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 30% Maximum Zoom
Rotation: Between -45° and +45°
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 5% of images
Hue: Between -25° and +25°
Saturation: Between -33% and +33%
Brightness: Between -25% and +25%
Exposure: Between -10% and +10%
Blur: Up to 3px
Noise: Up to 1.96% of pixels
Mosaic: Applied
Bounding Box: Blur: Up to 0.6px