Orange3 Signal Processing toolbox is developed for the course ME529-SmartManufacturing at the University of Wisconsin-Madison. This toolbox provides widgets that can be used to process time series sensor data.
The widgets currently available are,
- FFT Computation
- STFT Computation
- Envelop Analysis
- Butterworth Filters - LP, HP, and BP
- Time Domain Feature Extraction
- Frequency Domain Feature Extraction
- Time-Frequency Domain Feature Extraction
The easiest way to install this package is through Anaconda distribution. Download Anaconda for your OS. In your Anaconda prompt first add the conda-forge to your channels:
conda config --add channels conda-forge
conda config --set channel_priority strict
Then install Orange3
conda install orange3 -y
Clone the repository or download it as a Zip file.
Navigate to the inside the repository.
Then Run
pip install -e .
After the installation, the widget should by default be available in Orange. To run orange from the terminal, use
python3 -m Orange.canvas
or
orange-canvas