samgis_core package

Subpackages

• samgis_core.prediction_api package
  • Submodules
  • samgis_core.prediction_api.sam_onnx2 module
    • SegmentAnythingONNX2
      • SegmentAnythingONNX2.encode()
      • SegmentAnythingONNX2.get_input_points()
      • SegmentAnythingONNX2.padding_tensor()
      • SegmentAnythingONNX2.predict_masks()
      • SegmentAnythingONNX2.preprocess_image()
  • samgis_core.prediction_api.sam_onnx_inference module
    • get_inference_embedding()
    • get_raster_inference()
    • get_raster_inference_using_existing_embedding()
    • get_raster_inference_with_embedding_from_dict()
  • Module contents
• samgis_core.utilities package
  • Submodules
  • samgis_core.utilities.constants module
  • samgis_core.utilities.create_folders_if_not_exists module
    • create_folder_if_not_exists()
    • folders_creation()
    • stats_pathname()
  • samgis_core.utilities.frontend_builder module
    • assert_envs()
    • build_frontend()
    • read_std_out_err()
    • run_command()
  • samgis_core.utilities.plot_images module
    • helper_imshow_output_expected()
    • imshow_raster()
  • samgis_core.utilities.serialize module
    • serialize()
  • samgis_core.utilities.session_logger module
    • drop_color_message_key()
    • rename_event_key()
    • setup_logging()
  • samgis_core.utilities.type_hints module
    • DictStr
    • DictStrAny
    • DictStrInt
    • EmbeddingImage
      • EmbeddingImage.image_embedding
      • EmbeddingImage.original_size
      • EmbeddingImage.transform_matrix
    • EmbeddingPILImage
      • EmbeddingPILImage.image_embedding
      • EmbeddingPILImage.original_size
      • EmbeddingPILImage.resized_size
    • ListDict
    • ListFloat
    • ListInt
    • ListStr
    • LlistFloat
    • MatplotlibBackend
      • MatplotlibBackend.agg
      • MatplotlibBackend.cairo
      • MatplotlibBackend.gtk3agg
      • MatplotlibBackend.gtk3cairo
      • MatplotlibBackend.gtk4agg
      • MatplotlibBackend.gtk4cairo
      • MatplotlibBackend.macosx
      • MatplotlibBackend.nbagg
      • MatplotlibBackend.notebook
      • MatplotlibBackend.pdf
      • MatplotlibBackend.pgf
      • MatplotlibBackend.ps
      • MatplotlibBackend.qt5agg
      • MatplotlibBackend.qt5cairo
      • MatplotlibBackend.qtagg
      • MatplotlibBackend.qtcairo
      • MatplotlibBackend.svg
      • MatplotlibBackend.template
      • MatplotlibBackend.tkagg
      • MatplotlibBackend.tkcairo
      • MatplotlibBackend.webagg
      • MatplotlibBackend.wx
      • MatplotlibBackend.wxagg
      • MatplotlibBackend.wxcairo
    • StrEnum
    • TupleFloat
    • TupleFloatAny
    • TupleInt
    • TupleNdarrayFloat
    • TupleNdarrayInt
  • samgis_core.utilities.update_requirements_txt module
    • get_args()
    • get_dependencies_freeze()
    • get_requirements_txt()
    • sanitize_path()
  • samgis_core.utilities.utilities module
    • apply_coords()
    • base64_decode()
    • base64_encode()
    • convert_ndarray_to_pil()
    • hash_calculate()
    • normalize_array()
  • Module contents

Module contents

Get machine learning predictions from geodata raster images