:orphan: ================ Vision Checks ================ .. raw:: html
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Custom Checks ============= .. raw:: html
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.. only:: html .. image:: /checks_gallery/vision/custom/images/thumb/sphx_glr_plot_create_a_custom_check_thumb.png :alt: Create a Custom Check :ref:`sphx_glr_checks_gallery_vision_custom_plot_create_a_custom_check.py` .. raw:: html
Create a Custom Check
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Data Integrity ============== .. raw:: html
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.. only:: html .. image:: /checks_gallery/vision/data_integrity/images/thumb/sphx_glr_plot_image_property_outliers_thumb.png :alt: Image Property Outliers :ref:`sphx_glr_checks_gallery_vision_data_integrity_plot_image_property_outliers.py` .. raw:: html
Image Property Outliers
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.. only:: html .. image:: /checks_gallery/vision/data_integrity/images/thumb/sphx_glr_plot_label_property_outliers_thumb.png :alt: Label Property Outliers :ref:`sphx_glr_checks_gallery_vision_data_integrity_plot_label_property_outliers.py` .. raw:: html
Label Property Outliers
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.. only:: html .. image:: /checks_gallery/vision/data_integrity/images/thumb/sphx_glr_plot_property_label_correlation_thumb.png :alt: Property Label Correlation :ref:`sphx_glr_checks_gallery_vision_data_integrity_plot_property_label_correlation.py` .. raw:: html
Property Label Correlation
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Model Evaluation ================ .. raw:: html
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.. only:: html .. image:: /checks_gallery/vision/model_evaluation/images/thumb/sphx_glr_plot_confusion_matrix_thumb.png :alt: Confusion Matrix :ref:`sphx_glr_checks_gallery_vision_model_evaluation_plot_confusion_matrix.py` .. raw:: html
Confusion Matrix
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.. only:: html .. image:: /checks_gallery/vision/model_evaluation/images/thumb/sphx_glr_plot_mean_average_precision_report_thumb.png :alt: Mean Average Precision Report :ref:`sphx_glr_checks_gallery_vision_model_evaluation_plot_mean_average_precision_report.py` .. raw:: html
Mean Average Precision Report
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.. only:: html .. image:: /checks_gallery/vision/model_evaluation/images/thumb/sphx_glr_plot_mean_average_recall_report_thumb.png :alt: Mean Average Recall Report :ref:`sphx_glr_checks_gallery_vision_model_evaluation_plot_mean_average_recall_report.py` .. raw:: html
Mean Average Recall Report
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.. only:: html .. image:: /checks_gallery/vision/model_evaluation/images/thumb/sphx_glr_plot_image_segment_performance_thumb.png :alt: Image Segment Performance :ref:`sphx_glr_checks_gallery_vision_model_evaluation_plot_image_segment_performance.py` .. raw:: html
Image Segment Performance
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.. only:: html .. image:: /checks_gallery/vision/model_evaluation/images/thumb/sphx_glr_plot_robustness_report_thumb.png :alt: Robustness Report :ref:`sphx_glr_checks_gallery_vision_model_evaluation_plot_robustness_report.py` .. raw:: html
Robustness Report
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.. only:: html .. image:: /checks_gallery/vision/model_evaluation/images/thumb/sphx_glr_plot_simple_model_comparison_thumb.png :alt: Simple Model Comparison :ref:`sphx_glr_checks_gallery_vision_model_evaluation_plot_simple_model_comparison.py` .. raw:: html
Simple Model Comparison
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.. only:: html .. image:: /checks_gallery/vision/model_evaluation/images/thumb/sphx_glr_plot_model_error_analysis_thumb.png :alt: Model Error Analysis check :ref:`sphx_glr_checks_gallery_vision_model_evaluation_plot_model_error_analysis.py` .. raw:: html
Model Error Analysis check
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.. only:: html .. image:: /checks_gallery/vision/model_evaluation/images/thumb/sphx_glr_plot_single_dataset_performance_thumb.png :alt: Single Dataset Performance :ref:`sphx_glr_checks_gallery_vision_model_evaluation_plot_single_dataset_performance.py` .. raw:: html
Single Dataset Performance
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.. only:: html .. image:: /checks_gallery/vision/model_evaluation/images/thumb/sphx_glr_plot_class_performance_thumb.png :alt: Class Performance :ref:`sphx_glr_checks_gallery_vision_model_evaluation_plot_class_performance.py` .. raw:: html
Class Performance
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.. only:: html .. image:: /checks_gallery/vision/model_evaluation/images/thumb/sphx_glr_plot_train_test_prediction_drift_thumb.png :alt: Train Test Prediction Drift :ref:`sphx_glr_checks_gallery_vision_model_evaluation_plot_train_test_prediction_drift.py` .. raw:: html
Train Test Prediction Drift
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Train Test Validation ===================== .. raw:: html
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.. only:: html .. image:: /checks_gallery/vision/train_test_validation/images/thumb/sphx_glr_plot_new_labels_thumb.png :alt: New Labels :ref:`sphx_glr_checks_gallery_vision_train_test_validation_plot_new_labels.py` .. raw:: html
New Labels
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.. only:: html .. image:: /checks_gallery/vision/train_test_validation/images/thumb/sphx_glr_plot_heatmap_comparison_thumb.png :alt: Heatmap Comparison :ref:`sphx_glr_checks_gallery_vision_train_test_validation_plot_heatmap_comparison.py` .. raw:: html
Heatmap Comparison
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.. only:: html .. image:: /checks_gallery/vision/train_test_validation/images/thumb/sphx_glr_plot_image_dataset_drift_thumb.png :alt: Image Dataset Drift :ref:`sphx_glr_checks_gallery_vision_train_test_validation_plot_image_dataset_drift.py` .. raw:: html
Image Dataset Drift
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.. only:: html .. image:: /checks_gallery/vision/train_test_validation/images/thumb/sphx_glr_plot_similar_image_leakage_thumb.png :alt: Similar Image Leakage :ref:`sphx_glr_checks_gallery_vision_train_test_validation_plot_similar_image_leakage.py` .. raw:: html
Similar Image Leakage
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.. only:: html .. image:: /checks_gallery/vision/train_test_validation/images/thumb/sphx_glr_plot_image_property_drift_thumb.png :alt: Image Property Drift :ref:`sphx_glr_checks_gallery_vision_train_test_validation_plot_image_property_drift.py` .. raw:: html
Image Property Drift
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.. only:: html .. image:: /checks_gallery/vision/train_test_validation/images/thumb/sphx_glr_plot_property_label_correlation_change_thumb.png :alt: Property Label Correlation Change :ref:`sphx_glr_checks_gallery_vision_train_test_validation_plot_property_label_correlation_change.py` .. raw:: html
Property Label Correlation Change
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.. only:: html .. image:: /checks_gallery/vision/train_test_validation/images/thumb/sphx_glr_plot_train_test_label_drift_thumb.png :alt: Train Test Label Drift :ref:`sphx_glr_checks_gallery_vision_train_test_validation_plot_train_test_label_drift.py` .. raw:: html
Train Test Label Drift
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.. toctree:: :hidden: :includehidden: /checks_gallery/vision/custom/index.rst /checks_gallery/vision/data_integrity/index.rst /checks_gallery/vision/model_evaluation/index.rst /checks_gallery/vision/train_test_validation/index.rst .. only:: html .. container:: sphx-glr-footer sphx-glr-footer-gallery .. container:: sphx-glr-download sphx-glr-download-python :download:`Download all examples in Python source code: vision_python.zip ` .. container:: sphx-glr-download sphx-glr-download-jupyter :download:`Download all examples in Jupyter notebooks: vision_jupyter.zip ` .. only:: html .. rst-class:: sphx-glr-signature `Gallery generated by Sphinx-Gallery `_