Multimodal Embedding Explorer (MMEE) is an interactive platform for exploring, cleaning, and validating large-scale multimodal datasets combining...
OpenVINO GenAI provider for LangChain
bhuminjaysoni
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
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
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
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...
Integration of Open WebUI with OpenVINO Model Server
Huanli
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
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
Jiayu Li
This project aims to fine-tune Vision-Language Models (VLMs) for domain-specific tasks like object detection and hierarchical classification,...
OpenVINO AI PC Model Training Kit
LeoHeim
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
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...
Project 18: Multimodal embeddings based on OVMS
Raghav Yadav
This project aims to optimize the calculation of multimodal embeddings (text, image, audio, video) by exposing REST API endpoints in OpenVINO Model...
OpenVINO Messenger AI-Assistant for an AI PC
Siddhant Chauhan
Modern messaging platforms like Discord and Slack are not just used for communication but also for consuming news, discussions, and topic-specific...
Gesture Control with OpenVINO
VijayKr338
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
Yuki Wakai
This project aims to implement a framework that leverages Large Foundation Models (LFMs) for automated dataset annotation. It also aims to distill...
