punnerud / MRI_Image_Classifier

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

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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

###Accuracy ![acc](Test Accuracy.png) ###Single MRI Scan Image Test ![acc](Test Single.png) ###Multiple MRI Scan Image Test ![acc](Test Multiple.png)

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


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