YOGA POSE Dataset

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Versions
2024-02-27 11:10am
v3
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8 months ago
2024-02-27 12:22am
v2
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8 months ago
2024-02-26 11:55pm
v1
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8 months ago
v2

2024-02-27 12:22am

Generated on Feb 26, 2024
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89 Total Images

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Dataset Split

Train Set 88%
78Images
Valid Set 8%
7Images
Test Set 4%
4Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
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 0.8px
Noise: Up to 0.22% of pixels

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