Pawel Mikhailov

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mining endoscope

Semantic Segmentation

mining endoscope Image Dataset

Try Pre-Trained Model
Versions
2023-07-24 12:53am
v4
·
a year ago
2023-07-19 8:17pm
v2
·
a year ago
2023-07-18 8:17pm
v1
·
a year ago
v1

2023-07-18 8:17pm

Generated on Jul 18, 2023
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2250 Total Images

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Dataset Split

Train Set 86%
1944Images
Valid Set 9%
198Images
Test Set 5%
108Images

Preprocessing

Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Histogram Equalization
Tile: 3 rows x 3 columns

Augmentations

Outputs per training example: 3
Grayscale: Apply to 100% of images
Noise: Up to 10% of pixels
Mosaic: Applied