Vision Checks

Data Integrity

• Image Property Outliers
• Label Property Outliers
• Property Label Correlation

Train Test Validation

• Heatmap Comparison
• Image Dataset Drift
• Image Property Drift
• New Labels
• Property Label Correlation Change
• Similar Image Leakage
• Train Test Label Drift

Model Evaluation

• Class Performance
• Confusion Matrix
• Image Segment Performance
• Mean Average Precision Report
• Mean Average Recall Report
• Model Error Analysis check
• Robustness Report
• Simple Model Comparison
• Single Dataset Performance
• Train Test Prediction Drift

Custom Checks

• Create a Custom Check

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Create a Custom Check

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Image Property Outliers