Results for: Neural Processing

Power-efficient acceleration for large language models – Qualcomm Cloud AI SDK

Want to accelerate your large language model (LLM) inference workloads without blowing your power budget? Or your cooling budget? The Qualcomm Cloud AI 100 performs AI inference on the edge cloud...
https://developer.qualcomm.com/blog/power-efficient-acceleration-large-language-models-qualcomm-cloud-ai-sdk
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A High School Project: Computer Vision and Robotics to Enhance Waste Recycling

Waste recycling is still inefficient in many countries. In particular, even in 2023,many valuable materials like precious metals are still melted down or compacted and buried. Unfortunately, the cost...
https://developer.qualcomm.com/blog/high-school-project-computer-vision-and-robotics-enhance-waste-recycling
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Accelerate your machine learning networks using TVM and the Adreno OpenCL ML APIs on Adreno GPUs

You like running your machine learning (ML) workloads with the Qualcomm Adreno OpenCL ML SDK on Adreno GPUs. But you also want to use the optimized kernel library for Adreno, with the kind of end-to-...
https://developer.qualcomm.com/blog/accelerate-your-machine-learning-networks-using-tvm-and-adreno-opencl-ml-apis-adreno-gpus
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Autonomous Mobile Robots: What do I need to know to design one?

Are you looking for ways to start your company’s robotics development? Or are you already developing robots, and you’re looking for ways to make them smarter? Either way, I have three words for you...
https://developer.qualcomm.com/blog/autonomous-mobile-robots-what-do-i-need-know-design-one
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Microsoft Build 22: A new Windows Developer Kit powered by the Snapdragon Compute Platform

Today at Microsoft Build 2022, Qualcomm Technologies is announcing that we are opening up our industry-leading Qualcomm AI Engine for Windows developers with the Qualcomm Neural Processing SDK for...
https://developer.qualcomm.com/blog/microsoft-build-22-new-windows-developer-kit-powered-snapdragon-compute-platform

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-ai
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What’s Next in Image Processing at the Edge with NexOptic

The term image processing encompasses many different tasks, including computational photography, computer vision algorithms, and even basics like image compression. One aspect all of these processes...
https://developer.qualcomm.com/blog/what-s-next-image-processing-edge-nexoptic
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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-edge
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Deploying robotics applications — Using image segmentation to drive the Turtlebot3 Burger

Image segmentation is a process of subdividing an image into constituent parts or objects for detailed analysis. The resulting high-level information is useful in computer vision applications, like...
https://developer.qualcomm.com/blog/deploying-robotics-applications-using-image-segmentation-drive-turtlebot3-burger
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Exploring Different Types of Neural Networks

Neural networks are fast becoming an essential tool for today’s machine learning (ML) practitioners. In some of our previous blogs on ML, we discussed how a simple, feed-forward neural network works...
https://developer.qualcomm.com/blog/exploring-different-types-neural-networks
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