Lattice sensAI Solution Stack Simplifies Deployment of AI/ML Models on Smart Edge Devices
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 design environment for end-to-end ML model training, validation, and compilation. With sensAI 4.0, developers can use a simple drag-and-drop interface to build FPGA designs with a RISC-V processor and a CNN acceleration engine to enable the quick and easy implementation of ML applications on power-constrained Edge devices.
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The award-winning Lattice sensAI solution stack provides modular hardware platforms, example demonstrations, reference designs, neural network IP cores, software tools for development, and custom design services to help customers evaluate, develop, and deploy FPGA-based ML/AI applications. (Graphic: Business Wire)
There is growing demand in multiple end markets to add support for low power AI/ML inferencing for applications like object detection and classification. AI/ML models can be trained to support applications for a range of devices that require low-power operation at the Edge, including security and surveillance cameras, industrial robots, and consumer robotics and toys. The Lattice sensAI solution stack help developers rapidly create AI/ML applications that run on flexible, low power Lattice FPGAs.
"Lattice's low-power FPGAs for embedded vision and sensAI solution stack for Edge AI/ML applications play a vital role in helping us bring leading-edge intelligent IoT devices to market quickly and efficiently," said Hideto Kotani, Unit Executive, Canon (News - Alert) Inc.
"With support for TensorFlow Lite and the new Lattice sensAI Studio, it's now easier than ever for developers to leverage our sensAI stack to create AI/ML applications capable of running on battery-powered Edge devices," said Hussein Osman, Marketing Director, Lattice.
Enhancements to the Lattice sensAI solution stack 4.0 include:
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About Lattice Semiconductor
Lattice Semiconductor (NASDAQ: LSCC) is the low power programmable leader. We solve customer problems across the network, from the Edge to the Cloud, in the growing communications, computing, industrial, automotive, and consumer markets. Our technology, long-standing relationships, and commitment to world-class support let our customers quickly and easily unleash their innovation to create a smart, secure, and connected world.
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