Results for: Felix Baum
Accelerating PyTorch models on Mobile Devices with PyTorch Edge delegate
At Qualcomm, we’re excited to announce that we have collaborated with the Meta PyTorch Edge team and share the availability of a new on-device AI stack ExecuTorch, that allows PyTorch models to run...
https://developer.qualcomm.com/blog/accelerating-pytorch-models-mobile-devices-pytorch-edge-delegateNeural 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:
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:
Handling Moving Objects in Video Capture
Computer vision applications often need to process multi-frame images, such as those acquired through video capture. As a result, one of the most important aspects of this processing is the ability...
https://developer.qualcomm.com/blog/handling-moving-objects-video-captureTags:
Running Inference Using a Pre-trained Neural Network
In a previous artificial intelligence blog, AI Machine Learning Algorithms – How a Neural Network Works, we looked at the basics of how a neural network is structured with layers and how such a...
https://developer.qualcomm.com/blog/running-inference-using-pre-trained-neural-networkTags:
Working AI into your Game Development
Introduction If you haven’t thought about gaming for your next AI project, we’d like to encourage you to consider it! In mobile game development, data is one of the most powerful tools....
https://developer.qualcomm.com/blog/working-ai-your-game-development