StageVision IS v01

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IS v01

Instance Segmentation

IS v01 Image Dataset

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Versions
2024-03-10 8:10pm
v3
Mar 10, 2024
2024-02-27 11:14pm
v1
Feb 27, 2024
v3

2024-03-10 8:10pm

Generated on Mar 10, 2024
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10556 Total Images

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Dataset Split

Train Set 88%
9237Images
Valid Set 8%
879Images
Test Set 4%
440Images

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