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The Zephyr Project Celebrates 5th Anniversary with new members and inaugural Zephyr Developer Summit on June 8-10 - Vimarsana News

The Zephyr Project Celebrates 5th Anniversary with new members and inaugural Zephyr Developer Summit on June 8-10

Linux Foundation that builds a safe, secure and flexible real-time operating system (RTOS) for resource-constrained devices , continues to gain momentum with its 5th anniversary this year. To celebrate the milestone, the Zephyr Project is hosting its inaugural Zephyr Developer Summit on June 8-10. The virtual event, which is free to attend, features several Zephyr leaders presenting real-world use cases, best practices, tutorials and more. Happy 5th Anniversary Launched in 2016 by the Linux Foundation, the Zephyr Project has continued to grow its technical community each year. Today, almo...

Sensors | Free Full-Text | Quantization and Deployment of Deep Neural Networks on Microcontrollers - Vimarsana News

Sensors | Free Full-Text | Quantization and Deployment of Deep Neural Networks on Microcontrollers

Embedding Artificial Intelligence onto low-power devices is a challenging task that has been partly overcome with recent advances in machine learning and hardware design. Presently, deep neural networks can be deployed on embedded targets to perform different tasks such as speech recognition, object detection or Human Activity Recognition. However, there is still room for optimization of deep neural networks onto embedded devices. These optimizations mainly address power consumption, memory and real-time constraints, but also an easier deployment at the edge. Moreover, there is still a need fo...

Source: mdpi.com
Lattice looks to simplify deployment of AI/ML models on Edge devices - Vimarsana News

Lattice looks to simplify deployment of AI/ML models on Edge devices

Lattice Semiconductor has announced a number of enhancements to its sensAI solution stack for accelerating AI/ML application development on low power Lattice FPGAs.

Lattice sensAI Solution Stack Simplifies Deployment of AI/ML Models on Smart Edge Devices - Vimarsana News

Lattice sensAI Solution Stack Simplifies Deployment of AI/ML Models on Smart Edge Devices

HILLSBORO, OR – May 26, 2021 – Lattice Semiconductor Corporation (NASDAQ: LSCC), the low power programmable leader, today announced enhancements to its award-winning Lattice sensAI™ solution stack for accelerating AI/ML application development on low power Lattice FPGAs. Enhancements include support for the Lattice Propel™ design environment for embedded processor-based development and the TensorFlow Lite deep-learning framework for on-device inferencing. The new version includes the Lattice sensAI Studio…

Imago VisionAI artificial intelligent camera supports Tensorflow Lite and AutoML Vision Edge - Vimarsana News

Imago VisionAI artificial intelligent camera supports Tensorflow Lite and AutoML Vision Edge

Geeky Gadgets 1:19 pm Developers and Tensorflow enthusiasts may be interested in a new smart artificial intelligent camera in the form of the Imago VisionAI. The VisionAI offers support for TensorFlow Lite or AutoML Vision Edge and runs on the Debian-based Linux operating system, making it easily programmable to meet the application needs through a Linux SDK with a VisionBox Interface C++ Library and FG camera library. The unique smart camera has been designed for applications such as pattern recognition, classification, anomaly or defect detection in inspection applications, code reading, an...