Results for: Machine Learning
ML training at the edge: Training on mobile devices
You can get a lot of innovation out of running machine learning inference on mobile devices, but what if you could also train your models on mobile devices? What would you invent if you could fine-...
https://developer.qualcomm.com/blog/ml-training-edge-training-mobile-devicesTags:
NeurIPS 2021: Discover our latest breakthroughs in AI
Qualcomm AI Research showcases its cutting-edge advancements in machine learning
The pace of machine learning advancement continues at an astounding rate, and it’s that time of year again for AI...
https://developer.qualcomm.com/blog/neurips-2021-discover-our-latest-breakthroughs-aiTags:
Neural Networks for Computer Vision and Natural Language Processing
Cooking with Snapdragon is a video on which we recently collaborated with WIRED Brand Lab, and published on WIRED.com. The video features exciting yet practical use cases for AI at the edge. The...
https://developer.qualcomm.com/blog/neural-networks-computer-vision-and-natural-language-processingTags:
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-aimetTags:
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-ranTags:
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-learningTags:
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-voicehubTags:
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-sdkTags:
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-tomorrowTags:
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