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Straw

Instance Segmentation

Straw Image Dataset

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Versions
2024-03-04 11:55pm
v3
Mar 4, 2024
2024-03-04 5:54pm
v2
Mar 4, 2024
2024-03-04 5:53pm
v1
Mar 4, 2024
v2

2024-03-04 5:54pm

Generated on Mar 4, 2024
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16923 Total Images

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Dataset Split

Train Set 90%
15231Images
Valid Set 7%
1117Images
Test Set 3%
575Images

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 24% of images
Hue: Between -15° and +15°
Saturation: Between -29% and +29%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Noise: Up to 0.1% of pixels