stouputils.data_science.data_processing namespace

Subpackages

• stouputils.data_science.data_processing.image package
  • Submodules
    • stouputils.data_science.data_processing.image.auto_contrast module
      • auto_contrast_image()
    • stouputils.data_science.data_processing.image.axis_flip module
      • flip_image()
    • stouputils.data_science.data_processing.image.bias_field_correction module
      • bias_field_correction_image()
    • stouputils.data_science.data_processing.image.binary_threshold module
      • binary_threshold_image()
    • stouputils.data_science.data_processing.image.blur module
      • blur_image()
    • stouputils.data_science.data_processing.image.brightness module
      • brightness_image()
    • stouputils.data_science.data_processing.image.canny module
      • canny_image()
    • stouputils.data_science.data_processing.image.clahe module
      • clahe_image()
    • stouputils.data_science.data_processing.image.common module
      • check_image()
    • stouputils.data_science.data_processing.image.contrast module
      • contrast_image()
    • stouputils.data_science.data_processing.image.curvature_flow_filter module
      • curvature_flow_filter_image()
    • stouputils.data_science.data_processing.image.denoise module
      • nlm_denoise_image()
      • bilateral_denoise_image()
      • tv_denoise_image()
      • wavelet_denoise_image()
      • adaptive_denoise_image()
    • stouputils.data_science.data_processing.image.histogram_equalization module
      • histogram_equalization_image()
    • stouputils.data_science.data_processing.image.invert module
      • invert_image()
    • stouputils.data_science.data_processing.image.laplacian module
      • laplacian_image()
    • stouputils.data_science.data_processing.image.median_blur module
      • median_blur_image()
    • stouputils.data_science.data_processing.image.noise module
      • noise_image()
    • stouputils.data_science.data_processing.image.normalize module
      • normalize_image()
    • stouputils.data_science.data_processing.image.random_erase module
      • random_erase_image()
    • stouputils.data_science.data_processing.image.resize module
      • resize_image()
    • stouputils.data_science.data_processing.image.rotation module
      • rotate_image()
    • stouputils.data_science.data_processing.image.salt_pepper module
      • salt_pepper_image()
    • stouputils.data_science.data_processing.image.sharpening module
      • sharpen_image()
    • stouputils.data_science.data_processing.image.shearing module
      • shear_image()
    • stouputils.data_science.data_processing.image.threshold module
      • threshold_image()
    • stouputils.data_science.data_processing.image.translation module
      • translate_image()
    • stouputils.data_science.data_processing.image.zoom module
      • zoom_image()

Submodules

• stouputils.data_science.data_processing.image_augmentation module
  • ImageDatasetAugmentation
    • ImageDatasetAugmentation._add_suffix()
    • ImageDatasetAugmentation.get_queue()
• stouputils.data_science.data_processing.image_preprocess module
  • ImageDatasetPreprocess
    • ImageDatasetPreprocess.get_files_recursively()
    • ImageDatasetPreprocess.get_queue()
    • ImageDatasetPreprocess.process_dataset()
    • ImageDatasetPreprocess.apply_techniques()
• stouputils.data_science.data_processing.prosthesis_detection module
  • get_brightness_score()
  • get_contrast_score()
  • get_corners_distance()
  • get_box_overlap_ratio()
  • get_fracture_score()
  • keep_bright_enough_parts()
• stouputils.data_science.data_processing.technique module
  • ProcessingTechnique
    • ProcessingTechnique.name
    • ProcessingTechnique.ranges
    • ProcessingTechnique.probability
    • ProcessingTechnique.custom
    • ProcessingTechnique.deterministic()
    • ProcessingTechnique.apply()
    • ProcessingTechnique._asdict()
    • ProcessingTechnique._field_defaults
    • ProcessingTechnique._fields
    • ProcessingTechnique._make()
    • ProcessingTechnique._replace()
  • RecommendedProcessingTechnique
    • RecommendedProcessingTechnique.ROTATION
    • RecommendedProcessingTechnique.TRANSLATION
    • RecommendedProcessingTechnique.SHEARING
    • RecommendedProcessingTechnique.AXIS_FLIP
    • RecommendedProcessingTechnique.NOISE
    • RecommendedProcessingTechnique.SALT_PEPPER
    • RecommendedProcessingTechnique.SHARPENING
    • RecommendedProcessingTechnique.CONTRAST
    • RecommendedProcessingTechnique.ZOOM
    • RecommendedProcessingTechnique.BRIGHTNESS
    • RecommendedProcessingTechnique.BLUR
    • RecommendedProcessingTechnique.RANDOM_ERASE
    • RecommendedProcessingTechnique.CLAHE
    • RecommendedProcessingTechnique.BINARY_THRESHOLD
    • RecommendedProcessingTechnique.THRESHOLD
    • RecommendedProcessingTechnique.CANNY
    • RecommendedProcessingTechnique.LAPLACIAN
    • RecommendedProcessingTechnique.AUTO_CONTRAST
    • RecommendedProcessingTechnique.CURVATURE_FLOW_FILTER
    • RecommendedProcessingTechnique.BIAS_FIELD_CORRECTION
    • RecommendedProcessingTechnique.NORMALIZE
    • RecommendedProcessingTechnique.MEDIAN_BLUR
    • RecommendedProcessingTechnique.NLM_DENOISE
    • RecommendedProcessingTechnique.BILATERAL_DENOISE
    • RecommendedProcessingTechnique.TV_DENOISE
    • RecommendedProcessingTechnique.WAVELET_DENOISE
    • RecommendedProcessingTechnique.ADAPTIVE_DENOISE
    • RecommendedProcessingTechnique.INVERT