EasyCID：Component Identification with Raman Spectroscopy Made Easy
EasyCID is a practical and efficient tool for analyzing unknown mixtures with Raman spectroscopy. EasyCID provides a total workflow of component Identification consisting of three functions: create the spectral database for managing Raman spectra, build the CNN model for each pure compound in spectral database, and identify the components in the unknown mixtures automatically and efficiently. In EasyCID, all the above functions can be easily implemented with the assistance of the graphical user interface (GUI).
Installation
The current install version of EasyCID only supports Windows 64-bit version. It has been test on Windows 7, Windows 10 and Windows 11.
Install Package: EasyCID-1.0.1-Windows.exe
Note: When installing, please do not change the default folder name (EasyCID).
Development version
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Install Anaconda or Miniconda
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Install Git
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Open commond line, create environment and enter with the following commands:
conda create -n EasyCID python=3.7
conda activate EasyCID
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Clone the repository and enter:
git clone https://github.com/Ryan21wy/EasyCID.git
cd EasyCID
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Install dependency with the following commands:
pip install -r requirements.txt
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Run MainCode.py:
python MainCode.py
Usage
- Build Database & Import Data
https://user-images.githubusercontent.com/81405754/162189284-d9d3ba02-4e93-4a90-8b55-c9d8c7bdd58f.mov
- Training CNN Models
https://user-images.githubusercontent.com/81405754/162186979-dc25a0f6-e675-417c-81b5-2f57c3b6d533.mov
- Prediction
https://user-images.githubusercontent.com/81405754/162192498-dcc52b6c-6c55-4079-a909-b861b96b67a2.mov
- Save Results
https://user-images.githubusercontent.com/81405754/162192883-2ba04376-5e7a-4d66-8ec7-f2f52194e464.mov
The Full video for using the EasyCID is available at the video folder.
For the details on how to use EasyCID, please check PDF ducomentation.
The html ducomentation and a demo are provided in the EasyCID GUI.
Wang Yue
E-mail: [email protected]
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