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}
}