DSB 2018

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DSB 2018

Instance Segmentation

DSB 2018 Image Dataset

Versions
2024-06-06 3:00pm
v1
·
22 days ago
v1

2024-06-06 3:00pm

Generated on Jun 6, 2024
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1742 Total Images

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Dataset Split

Train Set 92%
1608Images
Valid Set 8%
134Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -45° and +45°
Grayscale: Apply to 25% of images
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels