Results for: Machine Learning

Neural Network Optimization with AIMET

To run neural networks efficiently at the edge on mobile, IoT, and other embedded devices, developers strive to optimize their machine learning (ML) models' size and complexity while taking advantage...
https://developer.qualcomm.com/blog/neural-network-optimization-aimet
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Introduction to Open RAN

Introduction Open Radio Access Networks (Open RAN) is a hot topic in the cellular industry. It involves the development of interoperable open hardware, software, and interfaces for wireless cellular...
https://developer.qualcomm.com/blog/introduction-open-ran
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Training ML Models at the Edge with Federated Learning

Centralized machine learning (ML) is the ML workflow that most of us are familiar with today, where training is allocated to powerful servers which update model parameters using large datasets. The...
https://developer.qualcomm.com/blog/training-ml-models-edge-federated-learning
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Rapid VUI Prototyping with Sensory’s VoiceHub

Introduction It’s quite amazing to think the first voice-controlled user interface, the Audrey system, was built by Bell Labs back in 1952 – although it only recognized ten digits spoken by a single...
https://developer.qualcomm.com/blog/rapid-vui-prototyping-sensory-s-voicehub
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Accelerate your models with our OpenCL ML SDK

Are you using OpenCL to run machine learning workloads on the Qualcomm® Adreno™ GPU? Want to optimize your application and improve performance? Download our OpenCL ML SDK and use our OpenCL extension...
https://developer.qualcomm.com/blog/accelerate-your-models-our-opencl-ml-sdk
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How Juganu’s Smart Lighting Paves the way for the Smart Cities of Tomorrow

Today, there are new IoT deployments springing up all over world ranging from intelligent factories (IIoT) to smart cities. But deploying IoT devices and setting up communications between them across...
https://developer.qualcomm.com/blog/how-juganu-s-smart-lighting-paves-way-smart-cities-tomorrow
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Improving VR Performance Using Motion Estimation OpenGL Extensions

Co-written by Jonathan Wicks and Sam Holmes XR presents many challenges, with its high framerate requirements, high resolution, and low latency, all within a small power and thermal budget. One...
https://developer.qualcomm.com/blog/improving-vr-performance-using-motion-estimation-opengl-extensions
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Always on and Always Connected PCs: Facilitating Applications for Windows 10 on ARM

The use of laptops is soaring. Some estimates predict the global laptop market will grow by $7.52 bn USD from 2020 to 2024, citing demand for both traditional and 2-in-1 laptops as key commercial...
https://developer.qualcomm.com/blog/always-and-always-connected-pcs-facilitating-applications-windows-10-arm
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Pushing the Limits of Drones with Skydio Autonomy

Drones hold the potential to touch a myriad of industries, unlock new business outcomes, and deliver countless benefits. This is especially true when legacy methods involve heavy equipment that can...
https://developer.qualcomm.com/blog/pushing-limits-drones-skydio-autonomy
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Driving Towards Telematic Application Development

Telematics is a field of vehicular technology that combines wireless communications, vehicle systems, instrumentation, and software to provide in-vehicle functionality such as telemetry, wireless...
https://developer.qualcomm.com/blog/driving-towards-telematic-application-development
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