System Overview
Build powerful edge AI sensing solutions with AITRIOS™. From system configuration with AITRIOS compatible devices to app development and deployment with AITRIOS services.
System Configuration
This diagram illustrates the interaction between AITRIOS and its components. Console provides a platform for AI model development, deployment, and management on AITRIOS-compatible edge AI devices. Data generated by the devices can be monitored on the Console or the customer tenant. Developers can utilize the SDK to create custom edge applications, AI models, and solutions that are compatible with AITRIOS and deployable to customer tenants.
Component | Description |
|---|---|
Component Console | Description A web application that provides various functions for edge AI devices. Use the web UI, or control Console using the REST API or SDK. Console includes functions to:
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Component Edge AI Device | Description An edge AI device equipped with an intelligent vision sensor from Sony Semiconductor Solutions Corporation. Purchase your edge AI device from the AITRIOS website. |
Component AI Model | Description The AI model is processed on the edge AI device. From developing AI models to training and deploying them to edge AI devices, all development steps can be done using Console or the Vision and Sensing Application SDK. |
Component Edge Application | Description An edge applications is deployed to edge AI devices and facilitates data formatting, filtering, and processing of time-series data generated by AI models. The application can be developed with the Vision and Sensing Application SDK. |
Component Solution | Description The data output from edge AI devices can be used to develop various solutions. You can find example solutions here. |
AITRIOS Services
The following diagram describes the connections between AITRIOS services. Services developed in Console, SDK, and AI Model Trainer are deployed to Edge AI Devices through Console. Cloud applications can be deployed directly to customer tenants. The processing capabilities of each service is described below.
Service | Description |
|---|---|
Service Develop Edge Application | Description Edge aplications can be used to format and filter AI model output data, and process time series data. Develop your own edge applications using the Vision and Sensing Application SDK. |
Service Develop Cloud Application | Description The output of edge AI devices can be used for a range of applications, such as visualization and analysis tools. Develop your own applications using the Cloud SDK. |
Service Annotation | Description Use the provided annotation tools to tag training images on Console or using the Vision and Sensing Application SDK. |
Service Training | Description Train your AI model by using Console and the Vision and Sensing Application SDK. |
Service Quantization | Description Quantize your AI model with Console and the Vision and Sensing Application SDK. |
Service Device Management | Description Console enables comprehensive management of edge AI devices, including firmware management, execution and stoppage of inference, scheduling, and other device management functions. Easily maintain, monitor, and control your edge AI devices for optimal performance. |
Service Deployment | Description Deploy AI models and edge applications to your edge AI devices on Console. |
Service Conversion | Description Use Console to convert quantized AI models into a format that can be deployed to edge AI devices. Both models created within Console and imported models can be converted. |
Explore AITRIOS Compatible Hardware
Bring your edge AI vision to life with a range of hardware options. Choose from wired or wireless models, designed to seamlessly fit into your unique operating environment and application needs.
The hardware lineup will be regularly expanded.
Edition Comparison
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