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v0.4.0

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@aribrill aribrill released this 22 Jul 17:44
258c1aa

Release v0.4.0

Major Features

  • Replaced DataLoader, DataProcessor, and ImageMapper with DL1DataReader from the DL1-Data-Handler package (#115, #82, #46, #73).
  • Greatly revised configuration format to use DL1DH parameter names and inputs and simplify all sections.

Minor Improvements

  • Simplified input_fn in run_model to remove unnecessary required parameters (#41).
  • Added option to list data files directly in configuration file (#40).
  • Added explicit dictionary of label names to list of class names to configuration file.
  • Added load_only mode in run_model to load the data and print info without running a model.
  • Simplified predict mode in run_model to iterate through the data only once.

Bug Fixes and Other Changes

  • Added kludge when loading data to manually convert unsigned dtypes to the next-higher signed dtype, as TensorFlow cannot automatically perform this conversion.
  • Removed scripts specific to processing and image mapping (plot_camera_image and visualize_bounding_boxes).
  • Removed scripts made obsolete by load_only mode (print_dataset_metadata and print_run_metadata).
  • Moved test_image_mapper notebook to DL1DH.
  • Replaced direct dependencies on Astropy, OpenCV, Pillow, PyTables, and SciPy with a dependency on DL1-Data-Handler installed using pip.