Problem: Traditional anomaly detection systems often struggle with limited data scenarios and can lack the ability to explain their detections....

[Problem] The project aims to enhance the runtime performance of OpenVINO on RISC-V devices to fully leverage their power efficiency for running...

This project aims to enhance the compatibility and performance of popular deep learning models with the OpenVINO backend through torch.compile....

VisionGuard is a desktop application designed to help prevent eye strain from excessive screen time. It uses your PC's webcam to monitor how long you...

This project aims to make PyTorch and OpenVINO interchangeable. By using the Python API of OpenVINO, we will create an adapter for PyTorch, the first...

This proposal is provided by OpenVINO team. I just copy and paste here. Short description: Automatic1111 is a powerful web user interface based on...

This project aims to enhance the performance of Generative AI (GenAI) workloads on ARM devices using the OpenVINO toolkit, focusing on reducing...

This project targets the expansion of OpenVINO's functionality within the Node.js ecosystem, the Node.js API which currently lacks comprehensive...

The basic architecture of RAG system involves a LLM and an external database for collecting relevant documents related to the query sent by the user....

Flax/JAX is a new solution for training models, that provides much faster training than TensorFlow and PyTorch. So we should expect increase in...

I will extend the existing OpenVINO GenAI text-to-image pipeline to support image-to-image functionality by incorporating ControlNet and utilizing...