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DeepSource

Installation:

The project is hosted on GitHub. Get a copy by running:

$ git clone https://github.com/vafaei-ar/deepsource.git

The package is tested on Anaconda. You need to have the packages listed in requirements.txt or you can install them using:

$ pip install -r requirements.txt 

Install the package using:

$ cd deepsource

$ python setup.py install

DeepSource is a flexible and expendable point source detection package for radio telescope images. It takes simulated images and catalogs to train a neural network as signal to noise magnifier. Then it can provide a catalog of predicted point sources by thresholding bob detection (TBD).

_Python library for _

Citing DeepSource:

@article{vafaei2019deepsource,
      title={DEEPSOURCE: point source detection using deep learning},
      author={Vafaei Sadr, A and Vos, Etienne E and Bassett, Bruce A and Hosenie, Zafiirah and Oozeer, N and Lochner, Michelle},
      journal={Monthly Notices of the Royal Astronomical Society},
      volume={484},
      number={2},
      pages={2793--2806},
      year={2019},
      publisher={Oxford University Press}
}

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