Unlock AI Potential with DirectML
Dive into a curated collection of samples showcasing the power and flexibility of DirectML for hardware-accelerated machine learning on Windows. From inference to training, discover how to leverage your GPU for cutting-edge AI applications.
Featured Samples
Image Classification
A comprehensive sample demonstrating how to perform image classification using pre-trained models with DirectML.
View SampleObject Detection
Explore real-time object detection capabilities, showcasing the performance benefits of DirectML for computer vision tasks.
View SampleNatural Language Processing
Implement advanced NLP models, such as text generation and sentiment analysis, powered by DirectML acceleration.
View SampleCustom Layer Implementation
Learn how to define and integrate custom layers into your machine learning pipelines for specialized operations.
View SamplePerformance Benchmarking
Measure and analyze the performance of your DirectML models across different hardware configurations.
View SampleModel Conversion Guide
Step-by-step guide on converting popular machine learning models (e.g., ONNX) for use with DirectML.
View Sample