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Re-Training an established Neural Network to classify MRI Image Data

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Varoon3/MRI_Image_Classifier

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Tensorflow Multiple Scan vs. Single Scan MRI Image Classifier

Use this classifier to label images taken with Magnetic Resonance Imaging (MRI) that are either a single scan or a tile of multiple scans. TensorFlow for Poets: CodeLab

imageOne imageTwo

Requirements

Usage

  1. Start the docker image docker run -it -v ~/projects/dump/tf_files/:/tf_files/ gcr.io/tensorflow/tensorflow:latest-devel
  2. Run the label_image script to label the image. python /tf_files/label_image.py <path_to_file>

Results

Single MRI Scan Image Test

acc

Multiple MRI Scan Image Test

acc

Accuracy

acc

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Re-Training an established Neural Network to classify MRI Image Data

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