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Challenges of Running Deep Learning Computer Vision on Computationally Limited Devices

Blog Posts, Tools, Xailient /

Clear vision using glasses (Photo by timJ on Unsplash) This blog post was originally published at Xailient’s website. It is reprinted here with the permission of Xailient. Autonomous driving, facial recognition, traffic surveillance, person tracking, and object counting, all of these applications have one thing in common, Computer Vision (CV). Since the success of deep […]

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TVM Open Source Compiler Now Includes Initial Support for Qualcomm Hexagon DSP

Algorithms & Models, Blog Posts, Processors, Qualcomm, Software, Tools /

This blog post was originally published at Qualcomm’s website. It is reprinted here with the permission of Qualcomm. Qualcomm Technologies contributes Hexagon DSP improvements to the open source Apache TVM community to scale AI AI is revolutionizing industries, products, and core capabilities by delivering dramatically enhanced experiences. However, to make AI truly ubiquitous, it needs

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CEVA Lauded by Frost & Sullivan for Addressing the Challenges of Connected Devices with Its Smart Sensing MotionEngine Software

Algorithms & Models, Ceva, News, Processors, Sensors and Cameras, Software, Tools /

CEVA’s versatile and highly precise sensor fusion solution ensures an optimum customer experience in diverse consumer electronics and industrial markets SANTA CLARA, Calif. – April 28, 2021  – Based on its recent analysis of the global sensor fusion for the consumer electronics market, Frost & Sullivan recognizes CEVA, Inc. with the 2021 Global Company of

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Extending NVIDIA Performance Leadership with MLPerf Inference 1.0 Results

Algorithms & Models, Blog Posts, NVIDIA, Processors, Software, Tools /

This blog post was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. Inference is where we interact with AI. Chat bots, digital assistants, recommendation engines, fraud protection services, and other applications that you use every day—all are powered by AI. Those deployed applications use inference to get you the

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NVIDIA Announces Availability of Jarvis Interactive Conversational AI Framework

Algorithms & Models, News, NVIDIA, Software, Tools /

Pre-Trained Deep Learning Models and Software Tools Enable Developers to Adapt Jarvis for All Industries; Easily Deployed from Any Cloud to Edge Monday, April 12, 2021 — GTC — NVIDIA today announced availability of the NVIDIA Jarvis framework, providing developers with state-of-the-art pre-trained deep learning models and software tools to create interactive conversational AI services

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Why More Companies Are Using the Open Source AV1 Video Codec

Algorithms & Models, Blog Posts, Intel, Processors, Software, Tools /

This blog post was originally published at Intel’s website. It is reprinted here with the permission of Intel. If it wasn’t clear before, I think it’s unquestionable now: global online video demand is insatiable. The latest Cisco Annual Internet Report calls out just how big of an impact high-definition video is having on the market.

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Algolux Brings Atlas to the Cloud to Democratize Camera ISP Optimization for Computer Vision

Algolux, Automotive, News, Sensors and Cameras, Tools /

Design teams and SoC/ISP providers can now securely scale and deploy automated camera optimization to maximize vision system performance; solution support extended to Arm and Renesas ISPs Montreal, Canada – April 6, 2021 – Algolux, the leading provider of robust and scalable perception solutions, has announced the next generation of its Atlas Camera Optimization Suite,

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NVIDIA Releases Updates to CUDA-X AI Software

Algorithms & Models, Blog Posts, News, NVIDIA, Software, Tools /

This blog post was originally published at NVIDIA’s website. It is reprinted here with the permission of NVIDIA. NVIDIA CUDA-X AI are deep learning libraries for researchers and software developers to build high performance GPU-accelerated applications for conversational AI, recommendation systems and computer vision. Learn what’s new in the latest releases of CUDA-X AI libraries.

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Intel Announces oneAPI Challenge Winners

Algorithms & Models, Intel, News, Processors, Software, Tools /

What’s New: Intel today announced the winners of the Great Cross-Architecture Challenge, a collaboration with the European Organization for Nuclear Research (CERN) and Argonne National Laboratory, and run by CodeProject. The challenge attracted participants across five continents, demonstrating the growing momentum of oneAPI’s open, cross-architecture, multi-vendor programming approach. Entrants used oneAPI and Data Parallel C++ (DPC++) to

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