All-in-one package, Local Edition, released on Sony’s edge AI sensing platform, AITRIOS™
July 17, 2024
Sony Semiconductor Solutions Corporation
Sony Semiconductor Solutions Corporation (SSS) has introduced a software kit called 'Local Edition' to evaluate and verify our edge AI sensing platform 'AITRIOS' within local network environments, without relying on cloud services.
Generally, when developing edge AI solutions, assessing AI model accuracy and conducting validation experiments can be time-consuming. The Local Edition software kit aims to significantly reduce this effort, supporting efficient solution development. By using this kit, developers can simplify processes and reduce costs associated with cloud adoption. It enables the rapid deployment of small-scale solutions in local networks, making it effective for preliminary verification before scaling up to larger systems. Additionally, it’s useful in situations where highly confidential data cannot be uploaded to the cloud.
The kit is provided as a set with a compatible edge device (PoE model: CSV26, Wi-Fi model: AIH-IVRW2).
Tools and features included in Local Edition
● Local Studio: AI Training Tool
Local Studio is the collective term for the PC-based AI training tools provided as a part of Local Edition.
- An industrial-grade AI training tool that can run on a local PC.
- Brain Builder - Classifier/Detector for AITRIOS, available in Local Studio, allows users to create AI models for Classification and Object Detection without the need for advanced AI knowledge.
![Image of Local Studio (screenshots from a PC)](https://wpp-cdn.developer.sony.com/dp-images/image/7x6/jQyyJrpWLl/uploads/sites/11/2024/07/No1photo_0716.png.webp?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJfX2lzaW1hZ2UiOnRydWUsInVybCI6Ii9qUXl5SnJwV0xsL3VwbG9hZHMvc2l0ZXMvMTEvMjAyNC8wNy9ObzFwaG90b18wNzE2LnBuZyIsImFsdCI6IkxvY2FsIFN0dWRpbyDkvb_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.fPs03bYlYq2QvlM9eMnbscDuVhss8DN3ALEGFlxKd0g)
Usage example of Brain Builder - Classifier/Detector for AITRIOS.
● Local Console
- A tool that manages the connection between the device and the PC, retrieves images and inference, and deploys AI models to the edge devices.
![Images of using Local Console (screenshots from a PC)](https://wpp-cdn.developer.sony.com/dp-images/image/7x6/jQyyJrpWLl/uploads/sites/11/2024/07/No2photo_0716.png.webp?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJfX2lzaW1hZ2UiOnRydWUsInVybCI6Ii9qUXl5SnJwV0xsL3VwbG9hZHMvc2l0ZXMvMTEvMjAyNC8wNy9ObzJwaG90b18wNzE2LnBuZyIsImFsdCI6IkxvY2FsIENvbnNvbGXkvb_nlKjjgqTjg6Hjg7zjgrjvvIhQQ-OBp-OBruWun-ihjOeUu-mdou-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.5klw_ap98EHtHC04Zab1C7pH2-aBDr8vhRXxPIjuXts)
![Images of using Local Console (screenshots from a PC)](https://wpp-cdn.developer.sony.com/dp-images/image/7x4/jQyyJrpWLl/uploads/sites/11/2024/07/No3photo_0716.png.webp?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJfX2lzaW1hZ2UiOnRydWUsInVybCI6Ii9qUXl5SnJwV0xsL3VwbG9hZHMvc2l0ZXMvMTEvMjAyNC8wNy9ObzNwaG90b18wNzE2LnBuZyIsImFsdCI6IkxvY2FsIENvbnNvbGXkvb_nlKjjgqTjg6Hjg7zjgrjvvIhQQ-OBp-OBruWun-ihjOeUu-mdou-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.v0driJnFsbcJMBTSkodTi6K8ar4aLQX86IAV-LAcLXw)
Images of using Local Console (screenshots from a PC)
● Converter/Packager
- A tool that converts AI models created in Local Studio into a format that can be used on devices.
Example Use Cases
![Gloved hands of a person making a product inspection of packaged products on an industrial production line](https://wpp-cdn.developer.sony.com/dp-images/image/7x5/jQyyJrpWLl/uploads/sites/11/2024/07/packing.png.webp?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.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.ZKY6ZyJfb5YUpPb-HD_TMu_n_im8KyezelAJHhUwUXI)
1. Supporting the evaluation of product visual inspections on a production line by the production technology department in a factory.
(Design and small-scale effect verification of a foreign object detection application using classification model in "Brain Builder - Classifier/Detector for AITRIOS".)
![People walking inside an office building](https://wpp-cdn.developer.sony.com/dp-images/image/7x5/jQyyJrpWLl/uploads/sites/11/2023/10/20231019-smart-building.png.webp?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.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.b8286Nl0xIk8WKbu8MsXKYLDp_kcZOLNd0retXWBcEY)
2. Considering the implementation of air conditioning management based on meeting room usage monitoring as part of facility management at a building maintenance company.
(Evaluating effect verification for small-scale production, utilize object detection model in Brain Builder - Classifier/Detector for AITRIOS” (Object Detection) for people counting application)
![Two adults and a child in a retail store aisle](https://wpp-cdn.developer.sony.com/dp-images/image/7x5/jQyyJrpWLl/uploads/sites/11/2024/07/img_count.png.webp?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.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.Z1tRv4X3ysmLXz7DVIczjCPpFWZDC04-NduAT5WXyLM)
3. Effectiveness evaluation and solution development for customer counting in small retail stores.
(Evaluating effect verification for small-scale production, utilize object detection model in Brain Builder - Classifier/Detector for AITRIOS” (Object Detection) for people counting application)
Compatible Edge Devices
For more information about the below devices for use with Local Edition, please refer to the following page: https://developer.aitrios.sony-semicon.com/en/edge-ai-sensing/devices/
CSV26
AIH-IVRW2
![AITRIOS edge device CSV26](https://wpp-cdn.developer.sony.com/dp-images/image/7x5/jQyyJrpWLl/uploads/sites/11/2024/07/No4photo_0716.png.webp?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.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.fWQ6yUepXwuUer-6guaMp8KdO4tt4dNwK8fiNBIw3ug)
![AITRIOS edge device AIH-IVRW2](https://wpp-cdn.developer.sony.com/dp-images/image/7x6/jQyyJrpWLl/uploads/sites/11/2024/07/No5photo_0716.jpg.avif?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.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.ekJqhgThY9SehshbM7mBdX7mSftu0o8wPkcKkrX_TFg)
Distributors (in alphabetical order)
Arrow Electronics Japan K.K.
Company website: https://www.arrowjapan.com/en/
Sales area: Japan
Chip One Stop Inc.
Company website: https://www.chip1stop.com/
Sales area: Japan
Restar Corporation
Company website: https://www.en.restargp.com/
Sales area: Japan
Seeed Technology Co.,Ltd. (Seeed studio)
Company website: https://www.seeedstudio.com/
Sales regions: United States, Europe, Japan
About AITRIOS
AITRIOS, by Sony Semiconductor Solutions, is an edge AI sensing platform that accelerates the introduction and efficient development of sensing solutions using image sensors. The unified platform offers a complete development environment, tools, and functions necessary for system construction by partners, as it seeks to contribute to solving the industrial and societal challenges of today, with high reliability.
https://www.aitrios.sony-semicon.com/en/
About Sony Semiconductor Solutions
Sony Semiconductor Solutions Corporation is a fully-owned subsidiary of Sony Group Corporation engaged in the semiconductor device and image sensor business. As a global leader in image sensors, SSS works to develop a variety of solutions that enhance the visual and cognitive functions of today’s machines. By developing and introducing new sensing technologies, in addition to imaging technologies that provide convenience and enjoyment to individuals, SSS aims to help people ‘Sense the Wonder.’
https://www.sony-semicon.com/en/
*AITRIOS and AITRIOS logos are the registered trademarks or trademarks of Sony Group Corporation or its affiliated companies.