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tf_utils

TensorFlow utilities.

  • image_and_label_processing.py
    Utils to process image and label pair.

  • tfrecord_dense_label.py
    tfrecord read/write functions for dense pixel label, e.g. semantic segmentation.

  • tfrecord_box_label.py
    tfrecord read/write functions for box label, e.g. object detection.

  • dense_label_handler.py
    Utilities for dense pixel label handling. Useful for semantic segmentation purpose.

  • box_label_handler.py
    Utilities for bounding box label handling. Useful for object detection purpose.

  • common_layers.py
    Useful common functionals for neural network definitions.

  • data_preprocessor.py
    Process tf.data.Dataset to add various pre-processing on the top.