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REFERENCE

Instance Segmentation

REFERENCE Image Dataset

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2024-06-22 1:28pm
v1
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8 days ago
v1

2024-06-22 1:28pm

Generated on Jun 22, 2024
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98 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 86%
84Images
Valid Set 12%
12Images
Test Set 2%
2Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Filter Null: Require at least 87% of images to contain annotations.

Augmentations

Outputs per training example: 3
Flip: Horizontal
Saturation: Between -25% and +25%
Exposure: Between -10% and +10%
Noise: Up to 1.09% of pixels