Pillars detection

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ditch_segmentation2

Semantic Segmentation

ditch_segmentation2 Image Dataset

Versions
2024-06-25 12:51pm
v1
·
6 days ago
v1

2024-06-25 12:51pm

Generated on Jun 25, 2024
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384 Total Images

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Dataset Split

Train Set 88%
336Images
Valid Set 8%
32Images
Test Set 4%
16Images

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°
Grayscale: Apply to 10% 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 1px
Mosaic: Applied