kemaya wales

handsigns

Object Detection

handsigns Image Dataset

v1

2022-03-21 9:09pm

Generated on Mar 21, 2022

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Dataset Split

Train Set 87%
123Images
Valid Set 9%
12Images
Test Set 4%
6Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 25% of images
Brightness: Between -50% and +50%
Noise: Up to 5% of pixels
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