Neurala VIA Inspector allows you to build simple AI models and run them in your Azena camera. AI predictions are sent as MessageBroker messages.
Azena IoT Gateway
About Neurala VIA Inspector
Neurala VIA Inspector for Azena is a smart camera companion app to VIA Brain Builder, a cloud service for rapid and simple creation of AI models for visual inspection. With Inspector for Azena you can download models from VIA Brain Builder and run them in your Azena platform compatible smart camera. You can also run the application as stand-alone, and create simpler AI models directly in the camera. Models downloaded from Brain Builder can also be fine-tuned in-camera to better adapt them to the local conditions. The predictions made in Inspector are available to other applications via the Azena message broker architecture.
See https://neurala.atlassian.net/wiki/spaces/AZENA/overview for more details.
Preview
Version history
Version 2.5.1 Nov 14, 2022
Static classifiers trained in Brain Builder are now supported. Static classifiers can't be fine tuned in the application, but can be somewhat more accurate than regular (learning) classifiers.
Version 2.1.0 May 20, 2022
DNN architecture optimization is now supported! If you train a model in Brain Builder, you can optimize the model architecture to best fit the dataset captured with the Azena-compatible camera. The application will automatically download all necessary assets from Brain Builder to run optimized models as needed.
Version 2.0.2 May 2, 2022
Bug fix release, no new features introduced.
Version 2.0.1 Apr 8, 2022
- Support for anomaly recognition models, with the following limitations:
- Anomaly models need to be initially trained in Brain Builder
- Only the "Normal" class can be locally trained further - if your model makes false "Normal" predictions, capture such images and upload those as "Anomaly" samples into your Brain Builder anomaly recognition dataset
- New DNN architecture, which speeds up model inference and training
Note: the new DNN architecture obsoletes AI models, which were used in previous versions of the application. In Brain Builder models can be updated by performing a model Optimization with different Duration or Performance parameters. Unfortunately local models from earlier app versions are not compatible with this release, or will not be comptible with releases going forward.
Version 1.6.0 Feb 23, 2022
Added option to save images of classes, for which predictions are sent to MessageBroker. Saved images are available from the application using the URL provided in the prediction message.
Version 1.5.3 Dec 21, 2021
Now supports running up to 4 models in parallel, for either the whole image, or for distinct rectangular areas (regions of interest)
Version 1.3.5 Dec 13, 2021
Reduced minimum required OS version to 1.3.1
Version 1.3.4 Oct 18, 2021
- pop-up menus now close if the user clicks outside of the menu area
- app now supports class deletion
- messagebroker messages now include a timestamp
- various other small enhancements and bug fixes
Version 1.2.0 Oct 7, 2021
Added ability to train local-only models
Version 1.1.2 Sep 6, 2021
- Various bug fixes and small UI improvements
- Application now connects to brainbuilder.neurala.com, i.e. the production server
Note that account (denoted by API key) needs to be configured to app compatibility mode, contact your Neurala representative to get this done.
Version 1.0 Aug 30, 2021
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