Raul Steinmetz

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deep-weeds-segmentation-paper

Instance Segmentation

deep-weeds-segmentation-paper Image Dataset

Versions
2023-08-29 5:02pm
v1
Aug 29, 2023
v1

2023-08-29 5:02pm

Generated on Aug 29, 2023
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2193 Total Images

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Dataset Split

Train Set 90%
1974Images
Valid Set 6%
131Images
Test Set 4%
88Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Brightness: Between -25% and +25%
Noise: Up to 2% of pixels