cleanX package

Subpackages

• cleanX.cli package
  • Submodules
    • cleanX.cli.dataset module
    • cleanX.cli.dicom module
      • create_reader()
    • cleanX.cli.images module
    • cleanX.cli.main module
      • Config
  • Module contents
• cleanX.dataset_processing package
  • Submodules
    • cleanX.dataset_processing.dataframes module
      • GuesserError
      • ColumnsSource
      • CSVSource
      • JSONSource
      • DFSource
      • MultiSource
      • string_source()
      • MLSetup
      • Report
      • check_paths_for_group_leakage()
      • see_part_potential_bias()
      • understand_df()
      • show_duplicates()
  • Module contents
• cleanX.dicom_processing package
  • Submodules
    • cleanX.dicom_processing.pydicom_adapter module
      • PydicomDicomReader
      • get_jpg_with_pydicom()
    • cleanX.dicom_processing.simpleitk_adapter module
      • MetadataHelper
      • SimpleITKDicomReader
      • rip_out_jpgs_sitk()
    • cleanX.dicom_processing.source module
      • Source
      • DirectorySource
      • GlobSource
      • MultiSource
      • rename_file()
  • Module contents
• cleanX.image_work package
  • Submodules
    • cleanX.image_work.image_functions module
      • Cv2Error
      • cv2_imread()
      • crop_np()
      • crop_np_white()
      • find_outliers_sum_of_pixels_across_set()
      • hist_sum_of_pixels_across_set()
      • crop()
      • subtle_sharpie_enhance()
      • harsh_sharpie_enhance()
      • salting()
      • simple_rotate_no_pil()
      • blur_out_edges()
      • multi_rotation_augmentation_no_pill()
      • show_major_lines_on_image()
      • find_big_lines()
      • separate_image_averager()
      • dimensions_to_df()
      • dimensions_to_histo()
      • proportions_ht_wt_to_histo()
      • find_very_hazy()
      • find_by_sample_upper()
      • find_sample_upper_greater_than_lower()
      • find_outliers_by_total_mean()
      • find_outliers_by_mean_to_df()
      • create_matrix()
      • find_tiny_image_differences()
      • tesseract_specific()
      • find_suspect_text()
      • find_suspect_text_by_length()
      • histogram_difference_for_inverts()
      • inverts_by_sum_compare()
      • histogram_difference_for_inverts_todf()
      • find_duplicated_images()
      • find_duplicated_images_todf()
      • show_images_in_df()
      • dataframe_up_my_pics()
      • Rotator
      • simple_spinning_template()
      • make_contour_image()
      • avg_image_maker()
      • set_image_variability()
      • avg_image_maker_by_label()
      • zero_to_twofivefive_simplest_norming()
      • rescale_range_from_histogram_low_end()
      • make_histo_scaled_folder()
      • give_size_count_df()
      • give_size_counted_dfs()
      • image_quality_by_size()
      • find_close_images()
      • show_close_images()
      • image_to_histo()
      • black_end_ratio()
      • outline_segment_by_otsu()
      • binarize_by_otsu()
      • column_sum_folder()
      • blind_quality_matrix()
      • fourier_transf()
      • pad_to_size()
      • cut_to_size()
      • cut_or_pad()
      • rotated_with_max_clean_area()
      • noise_sum_cv()
      • noise_sum_median_blur()
      • noise_sum_gaussian()
      • noise_sum_bilateral()
      • noise_sum_bilateralLO()
      • noise_sum_5k()
      • noise_sum_7k()
      • blind_noise_matrix()
      • segmented_blind_noise_matrix()
      • make_inverted()
      • cv2_phash_for_dupes()
    • cleanX.image_work.journaling_pipeline module
      • JournalingPipeline
    • cleanX.image_work.pipeline module
      • MultiSource
      • GlobSource
      • DirectorySource
      • PipelineError
      • Pipeline
    • cleanX.image_work.steps module
      • get_known_steps()
      • RegisteredStep
      • Step
      • Aggregate
      • Mean
      • GroupHistoHtWt
      • GroupHistoPorportion
      • Acquire
      • Save
      • FourierTransf
      • ContourImage
      • ProjectionHorizoVert
      • BlackEdgeCrop
      • WhiteEdgeCrop
      • Sharpie
      • BlurEdges
      • CleanRotate
      • Normalize
      • HistogramNormalize
      • InvertImages
      • OtsuBinarize
      • OtsuLines
      • Projection
  • Module contents
    • create_pipeline()
    • restore_pipeline()

Module contents