walking surface detection

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surfacedetection

Semantic Segmentation

surfacedetection Image Dataset

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Versions
2024-06-13 12:02pm
v2
·
15 days ago
2024-05-23 2:45pm
v1
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a month ago
v1

2024-05-23 2:45pm

Generated on May 23, 2024
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377 Total Images

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Dataset Split

Train Set 88%
330Images
Valid Set 8%
32Images
Test Set 4%
15Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 48% Maximum Zoom
Rotation: Between -5° and +5°
Grayscale: Apply to 15% of images
Saturation: Between -32% and +32%
Blur: Up to 2.5px
Noise: Up to 1.76% of pixels