Results for: Machine Learning
Exploring AIMET’s Quantization-aware Training Functionality
Download White Paper
In Exploring AIMET’s Post-Training Quantization Methods, we discussed Cross-layer Equalization (CLE), Bias Correction, and AdaRound in AIMET. Using these methods, the...
https://developer.qualcomm.com/blog/exploring-aimet-s-quantization-aware-training-functionalityTags:
Five IoT Home Projects You Can Build
Whether you’re a professional or hobbyist developer, you likely have some side-projects to help you discover new technology, learn how it works, or build solutions to hopefully make life easier. With...
https://developer.qualcomm.com/blog/five-iot-home-projects-you-can-buildTags:
Exploring AIMET’s Post-Training Quantization Methods
*/ AIMET White Paper
Usually, when you’re presented with three options, such as powerful, efficient, and low cost, you’re also faced with the conundrum where you’re only allowed to pick one...
https://developer.qualcomm.com/blog/exploring-aimet-s-post-training-quantization-methodsTags:
Implementing the Connected Intelligent Edge in Smart Connected Spaces
Cities, agricultural lands, remote environments (e.g., streams), and buildings are all examples of environments where IoT technology is transforming them into smart connected spaces. The main aspect...
https://developer.qualcomm.com/blog/implementing-connected-intelligent-edge-smart-connected-spacesTags:
IoT Collaboration with the Veea Edge Platform and the Rural Cloud Initiative
IoT and edge-cloud deployments can open up new possibilities to facilitate new business models and unlock societal benefits that serve the greater good. Rural environments in particular, are in need...
https://developer.qualcomm.com/blog/iot-collaboration-veea-edge-platform-and-rural-cloud-initiativeTags:
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:
AWS re:Invent 2021: 3 IIoT demos from QDN
Were you able to attend this year’s AWS re:Invent from November 29 – December 3? Whether you were able to travel to Las Vegas, or attend virtually, Qualcomm Developer Network was there on the expo...
https://developer.qualcomm.com/blog/aws-reinvent-2021-3-iiot-demos-qdnTags:
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:
AI Accelerated Experiences & Security with Windows on Snapdragon
The 2021 ARM DevSummit was held from October 19 to 21, 2021. At the Summit, I took part in a presentation with Marcus Perryman, Principal Engineer – Windows Team at Microsoft, titled AI Accelerated...
https://developer.qualcomm.com/blog/ai-accelerated-experiences-security-windows-snapdragon