VIA for SONY AITRIOS
Neurala has developed versions of Brain Builder and Inspector that can build models to be deployed with products in the SONY AITRIOS edge AI sensing platform.
Brain Builder and Inspector for AITRIOS support almost all of the model types that are included in the standard VIA product.
| Model Type | Details |
|---|---|
| Classifier | Classification models (or "Classifiers") analyze the full image (or a region of the image) and classify the image into one of many "classes" on which they have been trained. These types of models can be used to sort products that are mixed together on a conveyor belt. Integrate vision AI with an automation system to customize product handling based on type. Classifier model types include Learning Classifier and Static Classifier. |
| Anomaly Recognizer | Anomaly Recognition models (or "Anomaly Recognizers") are trained on what normal product should look like. The models can then recognize when there is an anomaly or defect in the product and alert the operator. Anomaly model types include Anomaly Recognizer and Anomaly Hi-Fi. |
| Detector | Detection models (or "Detectors") can locate one or more instances of defined objects within an image. These models use bounding boxes to show where trained object classes are located and can find multiple instances of an item in a single image. |
Model limitations
VIA for AITRIOS can train all model types, but some cannot be exported for use on AITRIOS-compatible hardware.
- Learning Classifiers can be trained, but only Static Classifiers can be exported.
- Anomaly Recognizers can be trained, but only Anomaly Hi-Fi models can be exports.
📄 Documentation
🖊️ Code repository
Neurala has created a public code repository with sample tools for working with Neurala AI models in the AITRIOS environment.
Language support
Language supportBrain Builder and Inspector for AITRIOS can display application text in either English or Japanese. If the operating system on the computer is set to Japanese, the applications will display text in that language, otherwise they will default to English.
The user can manually specify the desired language by going to the Settings and clicking on the language selector at the bottom-left of the screen.
Once the language has been manually set, Brain Builder and Inspector will use that language instead of the operating system language setting.
Class name character restrictions
Brain Builder supports a wide variety of text characters when naming Projects and Datsets. However, characters in class names are restricted to the ISO Basic Latin alphabet (A-Z, uppercase and lowercase) and numerals 0-9. Class names do not support Japanese characters or other types of characters.
If a user tries to use unsupported characters when naming a class, Brain Builder will display an error message.
Any text that is manually entered by the user, such as Project and Dataset names, , will not be translated. Brain Builder and Inspector will only show translated text that is part of the application itself.
Updated about 1 month ago