StageVision

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StageVision v1.5 IS

Instance Segmentation

StageVision v1.5 IS Image Dataset

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Versions
2024-02-21 10:41pm
v3
·
4 months ago
2024-02-18 1:41am
v2
·
4 months ago
2024-02-12 12:38pm
v1
·
5 months ago
v3

2024-02-21 10:41pm

Generated on Feb 21, 2024
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786 Total Images

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Dataset Split

Train Set 87%
687Images
Valid Set 9%
67Images
Test Set 4%
32Images

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
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 2.5px
Noise: Up to 0.1% of pixels
Mosaic: Applied