Welcome to Recursive Symmetry Aware Materials Microstructure Explorer’s documentation!
Recursive Symmetry Aware Materials Microstructure Explorer is a tool to enable the recursive searching of images by creating projections of images and allowing interactive filtering. This tool is packaged with two feature extractors, a VGG-16 based model and a symmetry aware model based on ResNet-34
Installation
To install use
pip install Recursive_Symmetry_Aware_Materials_Microstructure_Explorer
It is recommended that you install the package on a new conda env
1. conda create -name bokeh
2. conda install -c anaconda ipykernel
3. python -m ipykernel install --user --name=bokeh
4. conda activate bokeh
5. pip install Recursive_Symmetry_Aware_Materials_Microstructure_Explorer
# Examples
We include one example of this package.
Within the repositiory download the two files in the Examples folder:
Example_Image_Scraping_and_Collating.ipynb - This is a notebook that scrapes images from google, this also has the code
to collate the images from the folders.
bokeh_server.py - This contains the script for the graphical user interface.
To spin up a server,
bokeh serve bokeh_server.py --args -p path
The Bokeh demo will be served at the local host: http://localhost:5006/bokeh_server