Results for: Edge Computing
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:
5G, 8K video, up to 7 cameras and 15 TOPS of processing on a drone
How many times have you said, “If I had a drone with 5G, seven-camera concurrency, 8K video and 15 TOPS of processing, I could . . .”
Whatever you’ve told yourself you could do with features like...
https://developer.qualcomm.com/blog/5g-8k-video-7-cameras-and-15-tops-processing-droneTags:
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:
New projects for video capture/playback and AI on QCS610
Start and stop video recording through an Azure IoT hub.
Send the status of your camera recordings to the AWS IoT console.
Use GStreamer plug-ins to record [email protected], [email protected] and 1080p video...
https://developer.qualcomm.com/blog/new-projects-video-captureplayback-and-ai-qcs610Tags:
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:
Pushing the Limits of Smart Audio Solutions with StreamUnlimited
The opportunity for wireless audio devices is experiencing rapid growth, with the smart speaker segment alone projected to reach $19 billion in revenue by 2027.
Factors driving the evolution of these...
https://developer.qualcomm.com/blog/pushing-limits-smart-audio-solutions-streamunlimitedTags:
On-device AI with Developer-Ready Software Stacks
Are you still running your artificial intelligence workloads in the cloud? That may make sense for training your models, but if your applications depend on techniques like person detection and...
https://developer.qualcomm.com/blog/device-ai-developer-ready-software-stacksXR Viewers – A New Level of Development Opportunities
Extended reality (XR) is on track to transform industries by changing the way we live and work. Qualcomm Technologies, Inc. (QTI) leads the way in the XR ecosystem by delivering photo-realistic...
https://developer.qualcomm.com/blog/xr-viewers-new-level-development-opportunitiesTags:
Putting Camera and AI at the Network Edge
If you're designing a consumer device like a home security system or an industrial device like a dash camera, you don't want to reinvent the wheel any more than you have to. Expensive, vertical...
https://developer.qualcomm.com/blog/putting-camera-and-ai-network-edgeTags:
Step up your IoT Solution by an Octave
In our Implementing End-to-End IoT with Octave blog, we introduced Octave, an end-to-end framework by Sierra Wireless for building IoT solutions. In Octave’s architecture, assets are connected to...
https://developer.qualcomm.com/blog/step-your-iot-solution-octave