wurdataset

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caterpillars

Instance Segmentation

caterpillars Image Dataset

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Versions
2024-06-05 11:54am
v2
·
23 days ago
2024-05-16 5:37pm
v1
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a month ago
v2

2024-06-05 11:54am

Generated on Jun 5, 2024
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117 Total Images

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Dataset Split

Train Set 87%
102Images
Valid Set 9%
10Images
Test Set 4%
5Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 80% Maximum Zoom
Rotation: Between -45° and +45°
Shear: ±10° Horizontal, ±10° Vertical
Grayscale: Apply to 15% of images
Hue: Between -15° and +15°
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
Cutout: 3 boxes with 10% size each
Mosaic: Applied