Solutions Resources
Using MobileNet SSD model for object detection
It is necessary to convert TensorFlow-based models supported by the Snapdragon® Mobile Platform .dlc (Deep Learning Container) format before running them on the Qualcomm® Neural Processing SDK for AI. To understand some of the issues around that...
Machine learning inference on edge devices
The Qualcomm® Neural Processing SDK for AI is designed for converting and executing deep neural networks on the Snapdragon® mobile platform without connecting to the cloud. The SDK is built for heterogeneous computing and running trained neural networks...
Machine learning on edge devices
Instead of running inference workloads in the cloud, the future belongs to apps that run them on edge devices like smartphones and drones.
The Qualcomm® Neural Processing SDK for AI is deep learning software for the Snapdragon® mobile platform. It allows...
Preparing data for use in machine learning models and deep learning
Whether they are new to deep learning or looking for a refresher, mobile app developers find that QDN blog posts are a good introduction to AI and machine learning (ML). Posts like Mobile AI Through Machine Learning Algorithms...
Mobile AI through machine learning algorithms
Machine learning (ML) is a method of artificial intelligence (AI) in which data is used to train a machine so that it can make decisions or predictions on its own. There are four main categories of ML algorithms: Supervised machine learning...
Using an IDE for mobile apps with the Qualcomm Neural Processing SDK for AI
The use of Artificial Intelligence (AI) is growing rapidly in areas like electronics, aerospace, automotive, finance and consumer services. The increasing power of smartphones is a strong factor in bringing AI to mobile...
On this page and subsequent sub-pages you will find a number of engineering sourced resources to help you with your artificial intelligence development using the Qualcomm® Neural Processing SDK. The topics included are as follows: Artificial Intelligence, Machine Learning, Android and the...
The Qualcomm® Neural Processing SDK allows developers to convert neural network models trained in ONNX or TensorFlow and run them optimally on Snapdragon® mobile platforms.
Below, we show you how to set up the Qualcomm Neural Processing SDK and use it to build your first working app.
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