Image Classification

• Inspections
  • Hidden Bias Analysis
    • AnalyzeBias
      • AnalyzeBias.get_final_results()
      • AnalyzeBias.get_potential_biases()
  • Complex Bias Analysis
    • AnalyzeComplexBias
      • AnalyzeComplexBias.extract_complex_biases()
  • Saliency Maps
    • AppendSaliency
    • SaliencyMap
      • SaliencyMap.generate_saliency_map()
• Mitigations
  • Diffusion Augmentation
    • DiffusionAugmentation
      • DiffusionAugmentation.run()
• Datasets
  • Image Folder
    • ImageFolderDataset
      • ImageFolderDataset.class_name_to_images
      • ImageFolderDataset.classes
    • navigate_to_root()