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awesome-openvino

A curated list of OpenVINO based AI projects
https://github.com/openvinotoolkit/awesome-openvino

Last synced: 1 day ago
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Table of content
- Miscellaneous
  - Drug Discovery “Lipophilicity” using OpenVINO toolkit - Finding Lipophilicity of peptides, proteins and molecules.
  - OpenVINO Quantization - Image Quantization Classification using STL 10 Dataset.
  - JAX: Artificial Intelligence for everyone. - JAX (Just an Artificial Intelligence Extended) is an optimized version of the openSUSE Linux image to work with openVINO. This platform was designed to facilitate the access and development of AI applications.
  - OpenVINO with Docker - Dockerizing OpenVINO applications.
  - who_what_benchmark - Simple and quick accuracy test for compressed, quantized, pruned, distilled LLMs from [NNCF](https://github.com/openvinotoolkit/nncf), Bitsandbytes, GPTQ, and BigDL-LLM.
  - 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.
  - OpenVINO AICG Samples - A collection of samples for NLP and Image Generation.
  - OpenVINO Model Server k8s Terraform - Deploying Kubernetes cluster via Terraform as well as deploying and hosting a OpenVINO Model Server on it.
  - Application of Vision Language Models with ROS 2 - Dives into vision-language models for Robotics applications using ROS 2 and Intel OpenVINO toolkit.
  - 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.
  - The Power of Florence-2 with OpenVINO & FiftyOne: Real-World Applications in Image Analysis - Highlighting the Power and Flexibility of Using OpenVINO, Florence-2, and FiftyOne to Efficiently Create, Annotate, Explore, and Curate a Computer Vision Dataset.
- OpenVINO API extentions
  - OpenVINO-GO Client - The end goal is to utilize a Go client to facilitate user-friendly batch processing of molecular data, interfacing with a Flask server that employs OpenVINO for optimized lipophilicity predictions and molecular visualization
  - OpenVINO™ C# API
  - OpenVINO Java API
  - OpenVINO LabVIEW API
  - OpenVINO.net
  - OpenVINO-rs
- Natural Language Processing
  - Japanese chatbot Youri - LLM Japanese chatbot demo program using Intel OpenVINO toolkit.
  - OpenVINO GPT-Neo - a port of GPT-Neo that uses OpenVINO.
  - Resume-Based Interview Preparation Tool - The Resume-Based Interview Preparation Tool is a software application designed to streamline the interview process by helping interviewers generate relevant and meaningful questions based on a candidate's resume or portfolio page.
- Multimodal projects
  - Scene Explorer for kids - Integration of a chat bot with an object detection algorithm.
  - Indoor Care Chatbot - An Elderly Indoor Care Chatbot with an object detection algorithm.
  - SA2 - Vision-Oriented MultiModal AI.
- Educational
  - NTUST Edge AI 2023 Artificial Intelligence and Edge Computing Practice - Educational meterials about AI and Edge Computing Practice GNU IMAGE
- 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 and Adversarial Diffusion Distillation.[Read blog post about Fast Stable Diffusion on CPU using FastSD and OpenVINO.](https://nolowiz.com/fast-stable-diffusion-on-cpu-using-fastsd-cpu-and-openvino/)
  - OpenVINO™ AI Plugins for GIMP - Provides a set of OpenVINO based plugins that add AI features to GIMP (GNU IMAGE
  - 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.
  - OV_SD_CPP - The pure C++ text-to-image pipeline, driven by the OpenVINO native API for Stable Diffusion v1.5 with LMS Discrete Scheduler.
  - QuickStyle - A simple stylizing app utilizing OpenVINO to stylize common objects in images.
  - QuickPainter - A simple inpainting app utilizing OpenVINO to remove common objects from images.
  - BlurAnything - An adaptation of the excellent Track Anything project which is in turn based on Meta's Segment Anything and XMem.
  - Stable Diffusion 2.1 on Intel ARC - A simple and easy-to-use demo to run Stable Diffusion 2.1 for Intel ARC graphics card based on OpenVINO.
  - AI Video Builder - Make videos with AI images from YouTube videos.
  - OpenVINO Code - VSCode extension for AI code completion with OpenVINO - VSCode extension for helping developers writing code with AI code assistant.
  - MED-LLM-BR-OpenVINO - These models were specially developed for the clinical context in Brazilian Portuguese, proving to be efficient in generating synthetic clinical data. The models are essential not only for direct applications in healthcare, but also for training larger models, overcoming the difficulty in accessing patient record data.
- AI Computer Vision
  - Visioncom
  - 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
  - Image Processing with OpenVINO
  - Implementing GAN with OpenVINO
  - RapidOCR
  - OpenVINO Tennis Posture - Deciphering Tennis Posture with Artificial Intelligence
  - Cigarette Detection - The project begins by YOLOv8-pose detecting human body positions and extracting skeletal information from images. Based on the skeletal poses, it assesses the elbow angles and the distance between hands and mouths for each individual. If successful, the RTDETR model is employed to detect cigarettes at the mouth zone.
  - FastSAM_Awesome_OpenVINO - The Fast Segment Anything Model(FastSAM) is a CNN Segment Anything Model trained by only 2% of the SA-1B dataset published by SAM authors. The FastSAM achieve a comparable performance with the SAM method at 50× higher run-time speed.
  - Computer Vision Models As Service - implements different Computer Vision Deep Learning Models as a service.
  - Dance-with: Dance with your friends with the right pose! - Dance-with corrects your dance posture using multi-person OpenPose, 2D pose estimation Deep Learning model.
  - Target-Person-Tracking-System - Integration of face recognition and person tracking.
  - Metin2 Bot - bots for video game Metin2.
  - Machine control - industrial machine surveillance system designed to help increase efficiency of processes.
  - MeetingCam - Run your AI and CV algorithms in online meetings such as Zoom, Meets or Teams!
  - Virtual-Tryon - Use AI to try on clothes with your pictures.
  - DepthAI Experiments - A collections of projects done with DepthAI.
  - Project Babble - Mouth tracking project designed to work with any existing VR headset.
  - Group Pose - A Simple Baseline for End-to-End Multi-person Pose Estimation.
  - Frigate - NVR With Realtime Object Detection for IP Cameras.
  - CGD OpenVINO Demo - Efficient Inference and Quantization of CGD for Image Retrieval.
  - Risk package detection - Threat Detection and Unattended Baggage Detection with Associated Person Tracking.
  - YOLOv7-Intel - Object Detection For Autonomous Vehicles.
  - Cerberus - Dog Breed Classification and Body Localization.
  - Criminal Activity recognition - Criminal Activity Video Surveillance.
  - RapidOCR on OpenVINO GPU - A modified verison of RapidOCR to support OpenVINO GPU.
  - Yolov9 with OpenVINO - C++ and python implementation of YOLOv9 using OpenVINO
  - OpenVINO-Deploy - A repository showcasing the deployment of popular object detection AI algorithms using the OpenVINO C++ API for efficient inference.
  - LidarObjectDetection-PointPillars
  - Pedestrian fall detection - Pedestrian fall detection. Deploying PP-Human based on OpenVINO C # API
  - VisionGuard - A desktop application designed for AI PCs to combat eye strain through real-time gaze tracking, developed during GSoC 2024 under the OpenVINO Toolkit. Built on OpenVINO's gaze estimation demo, VisionGuard offers customizable break reminders, screen time analytics, and multi-device support (CPU/GPU/NPU). It features an intuitive UI with system tray integration, leveraging OpenVINO, Qt, and OpenCV for efficient, privacy-focused local processing.
  - Clip-Chinese - Chinese image-text similarity matching tasks, leverage OpenVINO and the Towhee embedding library.
- AI Audio
  - Whisper OpenVINO
  - Sangeet Guru - A music generation app where users input a music style description to get custom audio tracks.
  - OpenVINO™ AI Plugins for Audacity® - A set of AI-enabled effects, generators, and analyzers for Audacity® such as Music Stem Separation, Noise Suppression, Transcription, and Music Generation.
- Related Communities
  - Awesome oneAPI
- openSUSE
  - OpenVINO Support

Programming Languages

Python 34 Jupyter Notebook 18 C++ 8 C# 2 HCL 1 Rust 1 Java 1 Shell 1

Ecosyste.ms: Awesome

awesome-openvino

Further resources:

Table of content

Miscellaneous

OpenVINO API extentions

Natural Language Processing

Multimodal projects

Educational

Generative AI

AI Computer Vision

AI Audio

Related Communities

openSUSE