/MRI_Image_Classifier

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

Primary LanguagePython

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