OpenVINO™ Toolkit

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49 repositories

model_server
Public
A scalable inference server for models optimized with OpenVINO™
kubernetes machine-learning cloud ai deep-learning inference edge dag model-serving serving
C++
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Apache License 2.0
•212•688•26•38•Updated Dec 21, 2024Dec 21, 2024
openvino
Public
OpenVINO™ is an open-source toolkit for optimizing and deploying AI inference
nlp natural-language-processing ai computer-vision deep-learning transformers inference speech-recognition yolo recommendation-system
C++
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Apache License 2.0
•2.3k•7.5k•209•190•Updated Dec 21, 2024Dec 21, 2024
openvino.genai
Public
Run Generative AI models with simple C++/Python API and using OpenVINO Runtime
C++
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Apache License 2.0
•189•186•26•49•Updated Dec 21, 2024Dec 21, 2024
datumaro
Public
Dataset Management Framework, a Python library and a CLI tool to build, analyze and manage Computer Vision datasets.
neural-networks yolo imagenet coco format-converter datasets pascal-voc openvino-toolkit computer-vision deep-learning
Python
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MIT License
•137•554•80•5•Updated Dec 20, 2024Dec 20, 2024
openvino_testdrive
Public
With OpenVINO Test Drive, users can run large language models (LLMs) and models trained by Intel Geti on their devices, including AI PCs and Edge devices.
Dart
•
Apache License 2.0
•1•10•1•1•Updated Dec 20, 2024Dec 20, 2024
oneDNN
Public
oneAPI Deep Neural Network Library (oneDNN)
C++
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Apache License 2.0
•1k•16•2•33•Updated Dec 20, 2024Dec 20, 2024
openvino_build_deploy
Public
Pre-built components and code samples to help you build and deploy production-grade AI applications with the OpenVINO™ Toolkit from Intel
Jupyter Notebook
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Apache License 2.0
•44•111•0•3•Updated Dec 20, 2024Dec 20, 2024
training_extensions
Public
Train, Evaluate, Optimize, Deploy Computer Vision Models via OpenVINO™
machine-learning computer-vision deep-learning pytorch semi-supervised-learning image-classification object-detection transfer-learning image-segmentation quantization
Python
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Apache License 2.0
•444•1.2k•8•6•Updated Dec 20, 2024Dec 20, 2024
mediapipe
Public
Cross-platform, customizable ML solutions for live and streaming media.
C++
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Apache License 2.0
•5.2k•7•0•7•Updated Dec 20, 2024Dec 20, 2024
openvino_tokenizers
Public
OpenVINO Tokenizers extension
C++
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Apache License 2.0
•21•27•1•4•Updated Dec 20, 2024Dec 20, 2024
model_api
Public
Python
•
Apache License 2.0
•16•26•7•7•Updated Dec 20, 2024Dec 20, 2024
openvino_notebooks
Public
📚 Jupyter notebook tutorials for OpenVINO™
computer-vision inference openvino machine-learning deep-learning
Jupyter Notebook
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Apache License 2.0
•828•2.5k•11•5•Updated Dec 20, 2024Dec 20, 2024
nncf
Public
Neural Network Compression Framework for enhanced OpenVINO™ inference
nlp sparsity compression deep-learning tensorflow transformers pytorch classification pruning object-detection
Python
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Apache License 2.0
•240•959•25•29•Updated Dec 20, 2024Dec 20, 2024
anomalib
Public
An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimization, and edge inference.
unsupervised-learning neural-network-compression openvino anomaly-segmentation anomaly-localization anomaly-detection
Python
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Apache License 2.0
•693•3.9k•124•43•Updated Dec 20, 2024Dec 20, 2024
awesome-openvino
Public
A curated list of OpenVINO based AI projects
Apache License 2.0
•31•114•2•0•Updated Dec 19, 2024Dec 19, 2024
geti-sdk
Public
Software Development Kit (SDK) for the Intel® Geti™ platform for Computer Vision AI model training.
sdk computer-vision deep-learning annotations python3 model-deployment model-development openvino
Python
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Apache License 2.0
•23•75•0•7•Updated Dec 19, 2024Dec 19, 2024
open_model_zoo
Public
Pre-trained Deep Learning models and demos (high quality and extremely fast)
demo model-zoo model models cnn-model caffemodel tensorflow-models pytorch-models deep-learning-models onnx-models
Python
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Apache License 2.0
•1.4k•4.1k•20•37•Updated Dec 19, 2024Dec 19, 2024
docker_ci
Public
The framework to generate a Dockerfile, build, test, and deploy a docker image with OpenVINO™ toolkit.
docker dockerfile docker-image dockerhub openvino
Dockerfile
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Apache License 2.0
•63•62•7•3•Updated Dec 19, 2024Dec 19, 2024
npu_compiler
Public
OpenVINO NPU Plugin
C++
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Apache License 2.0
•24•39•2•0•Updated Dec 17, 2024Dec 17, 2024
operator
Public
OpenVINO operator for OpenShift and Kubernetes
kubernetes openshift kubernetes-operator openvino
Go
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Apache License 2.0
•9•14•2•2•Updated Dec 6, 2024Dec 6, 2024
telemetry
Public
Python
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Apache License 2.0
•8•1•0•0•Updated Dec 5, 2024Dec 5, 2024
testdata
Public
OpenVINO™ Test Data Repository
Other
•12•0•0•0•Updated Dec 5, 2024Dec 5, 2024
openvino_contrib
Public
Repository for OpenVINO's extra modules
java arm inference-engine nvidia-gpu openvino pytorch
C++
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Apache License 2.0
•143•108•11•11•Updated Dec 5, 2024Dec 5, 2024
sd-webui-openvino
Public
Python
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Apache License 2.0
•0•1•1•0•Updated Dec 5, 2024Dec 5, 2024
npu_plugin_btc
Public archive
C++
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Apache License 2.0
•3•1•0•0•Updated Nov 11, 2024Nov 11, 2024
npu_plugin_elf
Public
C++
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Apache License 2.0
•6•2•1•0•Updated Oct 30, 2024Oct 30, 2024
security_addon
Public archive
OpenVINO™ Security Add-on to control access to inferencing models.
C
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Apache License 2.0
•12•16•2•1•Updated Oct 28, 2024Oct 28, 2024
MLPerf
Public archive
C++
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Apache License 2.0
•2•2•0•0•Updated Oct 28, 2024Oct 28, 2024
openvino_xai
Public
OpenVINO™ Explainable AI (XAI) Toolkit: Visual Explanation for OpenVINO Models
explainable-ai xai openvino-toolkit
Python
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Apache License 2.0
•9•29•3•0•Updated Oct 4, 2024Oct 4, 2024
model_analyzer
Public
Model Analyzer is the Network Statistic Information tool
performance deep-learning openvino
Python
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Apache License 2.0
•16•12•3•0•Updated Oct 2, 2024Oct 2, 2024