University of Warwick

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alg-demo

Instance Segmentation

alg-demo Image Dataset

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Versions
2023-12-20 3:10pm
v7
Dec 20, 2023
2023-08-01 12:35pm
v6
Aug 1, 2023
2023-07-24 4:17pm
v5
Jul 24, 2023
2023-07-24 3:10pm
v4
Jul 24, 2023
2023-06-22 2:42pm
v3
Jun 22, 2023
2023-06-22 11:53am
v2
Jun 22, 2023
2023-06-20 3:52pm
v1
Jun 20, 2023
v5

2023-07-24 4:17pm

Generated on Jul 24, 2023
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340 Total Images

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Dataset Split

Train Set 79%
267Images
Valid Set 14%
47Images
Test Set 8%
26Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Resize: Fit (black edges) in 600x600
Auto-Adjust Contrast: Using Contrast Stretching
Grayscale: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 15% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±9° Horizontal, ±8° Vertical
Hue: Between -13° and +13°
Brightness: Between -20% and +20%
Exposure: Between -8% and +8%
Blur: Up to 0.25px
Noise: Up to 3% of pixels