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Gas screen segmentation_small

Instance Segmentation

Gas screen segmentation_small Image Dataset

Versions
2024-04-11 10:54am
v2
·
3 months ago
2024-04-10 2:37pm
v1
·
3 months ago
v1

2024-04-10 2:37pm

Generated on Apr 10, 2024
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2555 Total Images

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Dataset Split

Train Set 87%
2235Images
Valid Set 8%
214Images
Test Set 4%
106Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Grayscale: Apply to 20% of images
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -20% and +20%
Exposure: Between -15% and +15%
Blur: Up to 1px
Noise: Up to 0.5% of pixels