1.9 KiB
Model Features
Data Acquisition
Create Sample
In the data acquisition module the samples for training can be collected.
After setting all sample parameters in the form click on Create Sample to start.
The sampling occurs when the device led is amber, when the light turns purple, the device is processing and saving the samples.
If the device gets stuck showing the purple light, maybe the sampling should be done again.
Data Collection
The data collection shows the collected samples. Click on the sample to see the graph.
Processing
Raw Data
In the processing tab, the Windows Size and Windows Step should be filled. Select the data range on the graph to fill the Windows step.
Spectral Analysis
After selecting the data range to be analyzed. Fill the form and click in the button Process Signal
Training
Fill the Neural Network Settings form and click on START TRAINING to train the model.
The results can be checked on the Training Performance section.
Testing
In the module, the samples for testing can be collected.
After setting all sample parameters in the form click on Create Sample to start.
Data Collection
The data collection shows the testing collected samples. Click on the Test xxx Samples to test the module.
After the testing is performed, the results can be checked below the Data collection form.
Model Deployment
After all training and testing, the model can be deployed into the devices.
Select the devices and click on the DEPLOY MODEL button.
