StageVision v1.5 IS Dataset

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2024-02-21 10:41pm
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4 months ago
2024-02-18 1:41am
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5 months ago
2024-02-12 12:38pm
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5 months ago
v2

2024-02-18 1:41am

Generated on Feb 18, 2024
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591 Total Images

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Dataset Split

Train Set 87%
516Images
Valid Set 9%
51Images
Test Set 4%
24Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Grayscale: Apply to 15% of images
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels