README.md

Awesome OpenVINO

A curated list of OpenVINO based AI projects. The most exciting community projects based on OpenVINO are highlighted here. If you want your project to appear in this list, please create a Pull Request or contact @DimaPastushenkov. Inspired by Awesome oneAPI

What is OpenVINO

OpenVINO™ is an open-source toolkit for optimizing and deploying deep learning models.

See Awesome oneAPI for leading oneAPI and SYCL projects across diverse industries.

Further resources:

• OpenVINO GitHub repo.

• To download OpenVINO toolkit, go here.

• A collection of ready-to-run Jupyter notebooks for learning and experimenting with the OpenVINO™ toolkit- OpenVINO Notebooks.

Table of content

1. Generative AI
2. AI Computer Vision
3. AI Audio
4. OpenVINO API extentions
5. Miscellaneous
6. Educational

Generative AI

• Stable Diffusion web UI - This is a repository for a browser interface based on Gradio library for Stable Diffusion
• stable_diffusion.openvino - This GitHub project provides an implementation of text-to-image generation using stable diffusion on Intel CPU or GPU. It requires Python 3.9.0 and is compatible with OpenVINO.
• Fast SD - FastSD CPU is a faster version of Stable Diffusion on CPU. Based on Latent Consistency Models.
• OpenVINO™ AI Plugins for GIMP - Provides a set of OpenVINO based plugins that add AI features to GIMP (GNU IMAGE MANIPULATION PROGRAM)
• OpenVINO Code - VSCode extension for AI code completion with OpenVINO - VSCode extension for helping developers writing code with AI code assistant.
• Enhancing Customer Service with Real-Time Sentiment Analysis: Leveraging LLMs and OpenVINO for Instant Emotional Insights - The integration of LLMs with sentiment analysis models, further optimised by OpenVINO.

AI Computer Vision

• BMW-IntelOpenVINO-Detection-Inference-API - This is a repository for an object detection inference API using OpenVINO, supporting both Windows and Linux operating systems
• yolov5_export_cpu - The project provides documentation on exporting YOLOv5 models for fast CPU inference using Intel's OpenVINO framework
• LidarObjectDetection-PointPillars (C++ based, requires AI toolkit and OpenVINO). demonstrates how to perform 3D object detection and classification using input data (point cloud) from a LIDAR sensor.
• Image Processing with OpenVINO
• Implementing GAN with OpenVINO
• RapidOCR
• Pedestrian fall detection - Pedestrian fall detection. Deploying PP-Human based on OpenVINO C # API
• OpenVINO Tennis Posture - Deciphering Tennis Posture with Artificial Intelligence

AI Audio

• Whisper OpenVINO

OpenVINO API extentions

• OpenVINO™ C# API
• OpenVINO Java API
• OpenVINO LabVIEW API
• OpenVINO.net
• OpenVINO-rs

openSUSE

• OpenVINO Support

Miscellaneous

• Shared Memory for AI inference - Shared memory interface between OpenVINO and CODESYS. It allows to exchange variable between Control Application, written in IEC and OpenVINO Application, which performs inference
• webnn-native- WebNN Native is an implementation of the Web Neural Network API, providing building blocks, headers, and backends for ML platforms including DirectML, OpenVINO, and XNNPACK.
• NVIDIA GPU Plugin - allows to perform deep neural networks inference on NVIDIA GPUs using CUDA, using OpenVINO API.
• Token Merging for Stable Diffusion running with OpenVINO - An OpenVINO adopted version of Token Merging method.
• Drug Discovery “Lipophilicity” using OpenVINO toolkit- Finding Lipophilicity of peptides, proteins and molecules.
• OpenVINO Quantization- Image Quantization Classification using STL 10 Dataset.

Educational

• NTUST Edge AI 2023 Artificial Intelligence and Edge Computing Practice - Educational meterials about AI and Edge Computing Practice GNU IMAGE MANIPULATION PROGRAM