bethusaisampath / awesome-openvino

A list of awesome open source projects that use OpenVINO

Awesome OpenVINO

A list of awesome open source projects that use OpenVINO

Healthcare, Medical Research

Repository	Description
Google DeepVariant	Variant calling, genomics
FAST + FAST-Pathology	Medical image processing, digital pathology
QuPath	Bioimage analysis & digital pathology
Oxford Nanopore Bonito	Basecaller for Oxford Nanopore Reads, genomics
🚧 DIRECT	MRI reconstruction
🚧 Cellpose	Cell and nucleus segmentation
🚧 DeepChem	Drug discovery, materials science, quantum chemistry, and biology
🚧 GaNDLF	A generalizable application framework for segmentation, regression, and classification
🚧 DeepLabCut	Markerless pose estimation of user-defined features for all animals incl. humans

Natural Language Processing

Repository	Description
Optimum	Hugging Face Transformers extension including NNCF integration
🚧 RASA	Create chatbots and voice assistants

3D

Repository	Description
Open3D-ML	Point cloud semantic segmentation and object detection
3D Multi-person Pose Estimation	Real-time 3D Multi-person Pose Estimation Demo

Robotics

Repository	Description
ros_openvino_toolkit	ROS-adaptered runtime framework of NNs which quickly deploys applications and solutions for vision inference
ros2_openvino_toolkit	ROS2-adaptered runtime framework of NNs which quickly deploys applications and solutions for vision inference

Deployment

Repository	Description
MMDeploy	OpenMMLab Model Deployment Framework
OpenVINO Model Server	A scalable inference server for OpenVINO models

Compilers / Optimization Toolkits

Repository	Description
Adlik	Toolkit for accelerating DL inference on cloud & embedded instances