Edge AI development support tool for IoT and Edge Computing
"KAIBER" is an edge AI development support tool that functions as two completely independent engines for learning and inference using DNN (Deep Neural Network). The inference execution engine can be easily integrated into various small devices, edge servers, and terminal applications such as smartphones, enabling unique image recognition and data analysis inference capabilities. Additionally, the learning engine is a Windows application integrated with a GUI that does not require coding in Python, serving as a deep learning development support tool for embedded engineers, thereby streamlining the implementation of AI functions in microcontroller devices. [Features] ■ Simply incorporate small modules ■ Purely domestically produced with commercial support provided ■ Rapid response to diverse architectures ■ Flexible billing model *For more details, please download the PDF or contact us.
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basic information
【Product Specifications】 ■ Purely domestic, commercially supported, embedded deep learning framework ■ Implemented algorithms ・ CNN (Convolutional Neural Network) effective in image recognition ・ SSD (Single Shot MultiBox Detector) effective in object detection in images ・ LSTM (Long Short-Term Memory) effective for time-series data such as sensors ■ Easy learning and inference via GUI (learning server functionality in Windows environment) ■ Inference engine can be optimized for microcontrollers, GPUs, and AI chips ■ Standalone learning and inference environment can be constructed (no network or cloud required) ■ Standard inference modules included For Raspbian OS, Windows, and Renesas GR board Mbed ■ Inference acceleration through parallel processing using ARM multi-core ■ High portability allows inference on devices without an OS * For more details, please download the PDF or contact us.
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Applications/Examples of results
【Examples of Embedded Applications】 ■Industrial Machinery ・Incorporating predictive maintenance functions into control boards ■Surveillance Cameras ・Accurate object recognition and filtering function to avoid sending unnecessary data to the cloud ■IoT Gateway ・Real-time analysis of numerous sensor data at the gateway to avoid network delays ■Smartphones ・Integration into applications such as proprietary image recognition games ■Medical Devices ・Providing safety and security in medical settings with non-contact UI using deep learning *For more details, please download the PDF or contact us.
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Company information
Deep Insight Inc. is engaged in the planning, development, and sales of deep learning systems. We mainly handle the embedded deep learning framework "KAIBER." Please feel free to contact us if you have any inquiries.