Results for: Machine Learning
Building Smarter Edge Computing Solutions with Smart Sensors
Edge devices are playing a key role in IIoT, Industry 4.0, and Edge computing in general. Edge devices use sensors to measure and generate data about physical phenomena such as temperature, humidity...
https://developer.qualcomm.com/blog/building-smarter-edge-computing-solutions-smart-sensorsTags:
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:
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:
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-autonomyTags:
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-burgerTags:
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-networksTags:
Implementing Machine Learning and Operations (MLOps)
The lifecycle of traditional software is arguably quite straight forward. At its simplest, you develop, test, and deploy the software, and then release a new version with features, updates, and/or...
https://developer.qualcomm.com/blog/implementing-machine-learning-and-operations-mlopsTags:
Working from Home? Take Time to Upskill
Are you looking for some ways to sharpen your development skills with some extra time you may have right now?
Maybe this is a good time to look at new areas of development, such as robotics or mobile...
https://developer.qualcomm.com/blog/working-home-take-time-upskillTags:
Use Cases That Benefit from Hexagon DSP SDK — Version 3.5 Available Now
DSP programmers: You’ve told us that the only thing worse than seeing your DSP workloads crash is having to send us the memory dump for analysis. And you’re right: It is a headache, or used to be,...
https://developer.qualcomm.com/blog/use-cases-benefit-hexagon-dsp-sdk-version-35-available-nowTags:
Developers Helping Smart Cities Be Smarter
By 2050 the world’s urban population is expected to nearly double, making urbanization one of the 21st century’s most transformative trends. Given this, cities all over the world are launching smart...
https://developer.qualcomm.com/blog/developers-helping-smart-cities-be-smarter