This repository is the official implementation of PtySD3Net: Single-Shot Dynamic Phase Retrieval using 3D Temporal Convolution-Based Deep Diffraction Imaging Networks.
Please cite us as
@article{Vu2024,
}
Firstly, create a conda environment to install the package, for example:
conda create -n test python==3.9
source activate test
For hardwares that have CUDA support, the tensorflow version with gpu options should be installed. Please follow the installation from https://www.tensorflow.org/install for more details.
Tensorflow can also be installed from conda for simplification settings:
conda install -c conda-forge tensorflow-gpu
You can install the lastes development version of PtySD3Net from this repo and install using:
git clone https://github.com/sinhvt3421/PtySD3net
cd PtySD3net
python -m pip install -e .