A deep-learning program, called fast fluorescent identification network (FFI-Net), is designed to fast identify the fluorescent components in the single 3D-EEM spectrum.
- Create Anaconda environment with python 3.7 in Anaconda prompt:
conda create -n py3.7 python=3.7
- Activate the py3.7 environment:
conda activate py3.7
- Install other requirements:
tensorflow 2.2.0:
pip install tensorflow==2.2.0
keras 2.3.1:
pip install keras==2.3.1
matplotlib 3.3.4:
pip install matplotlib
pandas 1.2.3:
pip install pandas
openpyxl 3.0.7:
pip install openpyxl
sikit-learn 0.24.1:
pip install scikit-learn
PyQt5 5.15.4:
pip install pyqt5
PyQt5-tools 5.15.2:
pip install PyQt5-tools
- Set environmental variable of PyQt5-tools and environmental path of PyQt5
Please read FFI-Net V1.0 manual before using the sorftware.