⚠️DirectML is in maintenance mode ⚠️ DirectML is a high-performance, hardware-accelerated DirectX 12 library for machine learning. DirectML provides GPU acceleration for common machine learning tasks across a broad range of supported hardware and drivers, including all DirectX 12-capable GPUs from vendors such as AMD, Intel, NVIDIA, and Qualcomm.

An open-source project for Windows developers to learn how to add AI with local models and APIs to Windows apps.

Universal Second Eye for Gamers with Impairments (Universal AI Aim Aligner (AI Aimbot) - ONNX/YOLOv8 - C#)

This repository contains a pure C++ ONNX implementation of multiple offline AI models, such as StableDiffusion (1.5 and XL), ControlNet, Midas, HED and OpenPose.

Fork of TensorFlow accelerated by DirectML

Efficient CPU/GPU ML Runtimes for VapourSynth (with built-in support for waifu2x, DPIR, RealESRGANv2/v3, Real-CUGAN, RIFE, SCUNet, ArtCNN and more!)

Aim-bot based on AI for all FPS and TPS games

Example code and documentation on how to get Stable Diffusion running with ONNX FP16 models on DirectML. Can run accelerated on all DirectML supported cards including AMD and Intel.

A simple Windows / Xbox app for generating AI images with Stable Diffusion.

GUI for upscaling ONNX models with NVIDIA TensorRT and Vapoursynth

DirectML PluggableDevice plugin for TensorFlow 2

Multilingual neural TTS (6 languages: JA/EN/ZH/ES/FR/PT, code supports SV) — C++, C#, Rust, Go, Python, npm (WASM). VITS + Prosody, streaming, CUDA/CoreML/DirectML. pip install piper-plus | npm install piper-plus | cargo install piper-plus-cli

A proven usable Stable diffusion webui project on Intel Arc GPU with DirectML

Desktop2Stereo: 2D desktop to 3D for VR/AR (Support AMD/NVIDIA/Intel/Qualcomm GPUs and Apple Silicon Chips, powered by Depth AI Models)

Extension for Automatic1111's Stable Diffusion WebUI, using Microsoft DirectML to deliver high performance result on any Windows GPU.

GPU-accelerated javascript runtime for StableDiffusion. Uses modified ONNX runtime to support CUDA and DirectML.

Open-source offline voice dictation — a free alternative to Typeless. 100% local, zero internet, ideal for air-gapped & classified environments. SenseVoice + DirectML GPU, ~34MB, hotkey-driven. 纯离线语音输入，Typeless 免费平替，数据永不出设备，适合党政机关等涉密场景。

EmbeddedLLM: API server for Embedded Device Deployment. Currently support CUDA/OpenVINO/IpexLLM/DirectML/CPU

a lightweight C++ cross-platform vision inference library,support YOLOv10 YOLOv11 PaddleOCR EasyOCR ,using ONNXRuntime/TVM with multiple exectuion providers.QQ群：364057904

With DirectML (GPU on Intel Arc and AMD) GUI for a Vocal Remover that uses Deep Neural Networks.

Little console app to run an ONNX model through ONNX Runtime via the DirectML execution provider.

Run ONNX RWKV-v4 models with GPU acceleration using DirectML [Windows], or just on CPU [Windows AND Linux]; Limited to 430M model at this time because of .onnx 2GB file size limitation

Graphical interface for text to image generation with Stable Diffusion for AMD

This tutorial covers creating an object detection plugin for a Unity game engine project using ONNX Runtime and DirectML.

C# ONNX Runtime SDK - Text, Image, Video and Audio supported

用于Intel/AMD显卡环境学习和推断的so-vits-svc。Forked from innnky / so-vits-svc.

Drop-in replacement for onnxruntime-node with GPU support using CUDA or DirectML

为 Eagle 资源库中有缩略图的文件自动生成标签，支持 GPU 加速（directML）和 CPU 回退模式

WIP: Get Stable DIffusion Controlnet running with DirectML via ONNX

Fast cross-platform speech-to-text inference on consumer device in Rust. MLX, DirectML, Metal, Vulkan.