Mubessirul Ummah

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Mask R-CNN Weld Defect 2

Instance Segmentation

Mask R-CNN Weld Defect 2 Image Dataset

Try Pre-Trained Model
Versions
2024-05-07 2:06pm
v3
·
2 months ago
2024-04-30 12:08am
v2
·
2 months ago
2024-04-29 11:56pm
v1
·
2 months ago
v1

2024-04-29 11:56pm

Generated on Apr 29, 2024
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133 Total Images

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Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image

Dataset Split

Train Set 92%
123Images
Valid Set 4%
5Images
Test Set 4%
5Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -10° and +10°
Grayscale: Apply to 25% of images
Brightness: Between -15% and +15%

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