rhnvrm / Galaxy Image Classifier Tensorflow
Classify whether an image is of a Spiral or an Elliptical Galaxy using Transfer Learning (Tensorflow)
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Tensorflow Elliptical vs Sprial Galaxy Image Classifier
This is the repository developed for 'Image Classifier in TensorFlow in 5 Min on YouTube using this CodeLab by Google as a guide.
Scientists can use this classifier to automatically label whether an image taken by telescope is of a Spiral Galaxy or an Elliptical one.
Requirements
Usage
-
Start the docker image
docker run -it -v ~/projects/dump/tf_files/:/tf_files/ gcr.io/tensorflow/tensorflow:latest-devel -
Run the label_image script to label the image.
python /tf_files/label_image.py <path_to_file>
Results
Accuracy
Test Elliptical Galaxy Image
Test Spiral Galaxy Image
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