OpenVINO Toolkit
Make AI inference faster and easier to deploy!
- 48
- Projects
- 5
- Years accepted
- 18
- In 2026
Projects by year
482026
18 acceptedShow
Synthetic Anomaly Generation
Accepted project · by Abhay Kumar Das
Unsupervised anomaly detection models in Anomalib rely on synthetic anomalies to calibrate decision thresholds, but the current Perlin-based pipeline...
AVX2-Accelerated Collision Detection for Real-Time MPC in Humanoid Robotics
Accepted project · by asterich
This project aims to resolve the computational bottleneck in self-collision detection within the OCS2 framework for humanoid robotics. The current...
Demonstrating integration of openhands with OpenVINO Model Server
Accepted project · by devesh-047
This proposal aims to create a production-ready, single-command deployment integrating the OpenHands AI coding agent with the OpenVINO Model Server...
OpenVINO GenAI: Add Image-to-Video Support to LTX Video Generation Pipeline
Accepted project · by goyaladitya05
OpenVINO GenAI currently supports text-to-video generation via the LTX pipeline but lacks image conditioning. This project adds Image-to-Video (I2V)...
OpenVINO Profiling using VTune & GTPin
Accepted project · by Jayakaran
The existing GPU profiling workflow in OpenVino, through benchmark_app connects kernels to the model layers (primitives) and reports their execution...
Agentic AI for Predictive Maintenance using OpenVINO
Accepted project · by JOHYEONGSEOB
This project aims to develop an agentic AI system for predictive maintenance of urban infrastructure using OpenVINO. The goal is to enable...
GGUF Reader V2 in OpenVINO GenAI for Direct GGUF Execution via Dynamic Graph Translation
Accepted project · by KARNAV SHAH
The current GGUF reader in OpenVINO GenAI manually reconstructs model architectures by parsing metadata and building the OpenVINO model layer by...
Agentic Toolkit for AI PC with OpenVINO
Accepted project · by Lagmator22
OVAT is a modular Python toolkit with a CLI for building and running local AI agents on Intel AIPCs. Uses OVMS as the inference backbone, adds...
Optimize a VLA Model for Embodied Intelligence: OpenVINO Toolkit (Intel) Project #21
Accepted project · by MDerazNasr
VLA models like unifolm-vla combine a vision-language backbone with a flow matching action head. On Intel iGPU, these models face two major...
Automated Agent System for Adding New Model Support to Optimum-Intel
Accepted project · by Mohamed Ashraf Ibrahim
Develop an autonomous multi-agent system using LangGraph to automatically analyze Hugging Face model architectures and generate the necessary code,...
No Code AI Workflow Automation with n8n and OpenVINO Model Server for GPU and NPU
Accepted project · by Nand-Kishore
This project integrates n8n, a no-code workflow automation platform, with OpenVINO Model Server to let users build AI-powered workflows that run on...
Web-Based AI-Assisted OS Image Builder for Intel Edge AI Suites
Accepted project · by Neel Barke
Deploying Intel Edge AI Suites (Metro AI, Manufacturing AI, Retail AI, Robotics AI) requires users to manually configure OS images with correct...
Multi-Object Tracking Integration for OpenVINO Training Extensions (OTX)
Accepted project · by Omkar Kabde
OTX supports 15+ detection models but has no built-in tracking.Every real-world video application (conveyor belt counting, asset monitoring,...
Optimizing Quantized Model Inference on ARM with OpenVINO
Accepted project · by Passavee
This project aims to improve INT8 inference performance for quantized YOLO26 models on ARM devices using OpenVINO. Currently, several transformation...
Continuous Face-Detection with Automatic Device Switching on AI PCs using OpenVINO AUTO feature
Accepted project · by Saeed Fahim
Modern AI PCs have multiple inference devices (CPU, GPU, NPU) but most applications use only one device at a time. This project aims to build a...
Auto-Labeling "Data Factory" & Edge Training Integration
Accepted project · by Saptadip Saha
This project introduces a ‘Cold Start’ Data Factory that turns zero/one-shot prompting into a full data-to-training workflow. The core contribution...
Build a GUI Agent with Local LLM/VLM using OpenVINO for Desktop Automation
Accepted project · by Shehroz Kashif
A lot of everyday computer tasks—like navigating applications, managing files, and configuring settings—are repetitive and require multiple manual...
Object Tracking in MP with OpenVINO Inference
Accepted project · by Vishwa Teja Konkala
This project aims to integrate bytetrack algorithm into a Mediapipe graph using OpenVINO inference calculators. The bytetrack graph will be deployed...
2025
14 acceptedShow
Multimodal Embedding Explorer (MMEE) is an interactive platform for exploring, cleaning, and validating large-scale multimodal datasets combining...
This project aims to develop an OpenVINO GenAI extension for LangChain, enabling users to utilize OpenVINO as a backend for running language models....
Enhancing Anomalib with SOTA Anomaly Detection Benchmarks, Models and Evaluation Metrics
Accepted project · by code-dev05
This project aims to enhance Anomalib by integrating state-of-the-art (SOTA) anomaly detection models, including GLASS, GLAD, MuSc, for both...
Improve OTX Classification via DoRA and Transformer Backbone
Accepted project · by Gyuil Lim
This project addresses the inefficiency of full fine-tuning in classification tasks on small-scale datasets and low-resource environments within...
Optimized Serving endpoint for classic machine learning model training and inference
Accepted project · by Harshitha Manne
As machine learning models grow in size and complexity, there is a rising need for fast, efficient, and scalable ways to serve them in production...
Open WebUI is a very popular component that provides a user interface to generative models. It supports use cases related to text generation, RAG,...
Traffic Intersection Monitoring System with OpenVINO
Accepted project · by Jatin Sachdeva
This project develops an AI-powered desktop application for real-time traffic monitoring and intelligent automation. It detects vehicles,...
Fine-tuning Vision-Language Models for Object Detection and Hierarchical Classification
Accepted project · by Jiayu Li
This project aims to fine-tune Vision-Language Models (VLMs) for domain-specific tasks like object detection and hierarchical classification,...
This proposal outlines a detailed, structured, and actionable two-phase strategy for developing an OpenVINO AI PC Model Training Kit. The core...
Keras hub GenAI/LLM pipelines for the OpenVINO backend in Keras 3 with Export support
Accepted project · by Mohamed Ashraf Ibrahim
Enable popular Keras Hub GenAI/LLM pipelines for the OpenVINO backend in Keras 3 and optimize their performance. This project focuses on implementing...
This project aims to optimize the calculation of multimodal embeddings (text, image, audio, video) by exposing REST API endpoints in OpenVINO Model...
Modern messaging platforms like Discord and Slack are not just used for communication but also for consuming news, discussions, and topic-specific...
This project aims to develop a hand-gesture computer control system by porting MediaPipe’s Gesture Recognizer to OpenVINO, enhancing performance on...
Training Edge-Deployable Models via Collaborative Annotation with Humans and Large Foundation Models
Accepted project · by Yuki Wakai
This project aims to implement a framework that leverages Large Foundation Models (LFMs) for automated dataset annotation. It also aims to distill...
2024
8 acceptedShow
- Porting and Optimizing OpenVINO for RISC-V Devices with Vector ExtensionBHbean
- OpenVINO adapters - PyTorch adapterLuca Tam
- 1. OpenVINO Extension for Automatic1111 Stable Diffusion WebUIMengbing Wang
- VisionGuard: Smart Screen Time ManagementInbasekaran
- Inference of Neural model in Node.js environment using OpenVINOqxPrakash
- OpenVINO GenAIYongsheng Xu
- Improve Generative AI workload performance on ARM devices with OpenVINOmory91
- AnomalibVLM: Enhancing Anomaly Detection with Vision Language Models.Bepitic - Paco Amoros Cubells
2023
5 acceptedShow
- Industrial meter reading with OpenVINOAshish Bangwal
- Add ensembling methods for tiling to AnomalibBlaž Rolih
- Anomaly Segmentation Metrics for anomalibJoao P C Bertoldo
- Add OpenVINO support to John Snow Labs Spark NLPRajat Krishna
- Showcase performance of PyTorch Image Models (Timm) with OpenVINOSawradip Saha
2022
3 acceptedShow
Public proposals
1Read them for structure, not to copy. All proposals for OpenVINO Toolkit.
