ASL Dataset

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2023-06-07 7:13pm
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2023-06-07 6:06pm

Generated on Jun 7, 2023
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Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
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135 Total Images

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Dataset Split

Train Set 87%
117Images
Valid Set 8%
11Images
Test Set 5%
7Images

Preprocessing

Isolate Objects: Applied

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 24% Maximum Zoom
Rotation: Between -19° and +19°
Grayscale: Apply to 32% of images
Blur: Up to 4.25px
Noise: Up to 5% of pixels