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The Top 23 Deep Learning Inference Openvino Open Source Projects

Open source projects categorized as Deep Learning Inference Openvino
Categories > Machine Learning > Deep Learning
Categories > Machine Learning > Inference
Categories > Openvino
Nanodet ⭐ 5,416
NanoDet-Plus⚡Super fast and lightweight anchor-free object detection model. 🔥Only 980 KB(int8) / 1.8MB (fp16) and run 97FPS on cellphone🔥
most recent commit 4 months ago
Openvino ⭐ 5,316
OpenVINO™ is an open-source toolkit for optimizing and deploying AI inference
total releases 3most recent commit 3 months ago
Tnn ⭐ 4,210
TNN: developed by Tencent Youtu Lab and Guangying Lab, a uniform deep learning inference framework for mobile、desktop and server. TNN is distinguished by several outstanding features, including its cross-platform capability, high performance, model compression and code pruning. Based on ncnn and Rapidnet, TNN further strengthens the support and performance optimization for mobile devices, and also draws on the advantages of good extensibility and high performance from existed open source efforts
most recent commit 3 months ago
Openvino_notebooks ⭐ 1,717
📚 Jupyter notebook tutorials for OpenVINO™
most recent commit 3 months ago
Adlik ⭐ 688
Adlik: Toolkit for Accelerating Deep Learning Inference
most recent commit 10 months ago
Model_server ⭐ 618
A scalable inference server for models optimized with OpenVINO™
dependent packages 4total releases 6most recent commit 3 months agopypi ovmsclient} Downloads
Lightweight Human Pose Estimation 3d Demo.pytorch ⭐ 357
Real-time 3D multi-person pose estimation demo in PyTorch. OpenVINO backend can be used for fast inference on CPU.
most recent commit 3 years ago
Bmw Anonymization Api ⭐ 137
This repository allows you to anonymize sensitive information in images/videos. The solution is fully compatible with the DL-based training/inference solutions that we already published/will publish for Object Detection and Semantic Segmentation.
most recent commit 2 years ago
Fast Pathology ⭐ 108
⚡ Open-source software for deep learning-based digital pathology
most recent commit 4 months ago
People Counter Python ⭐ 88
Create a smart video application using the Intel Distribution of OpenVINO toolkit. The toolkit uses models and inference to run single-class object detection.
most recent commit a year ago
Bmw Intelopenvino Detection Inference Api ⭐ 70
This is a repository for a No-Code object detection inference API using the OpenVINO. It's supported on both Windows and Linux Operating systems.
most recent commit 2 years ago
People Counter Cpp ⭐ 70
Create a smart video application using the Intel Distribution of OpenVINO toolkit. The toolkit uses models and inference to run single-class object detection.
most recent commit a year ago
Smart Retail Analytics ⭐ 68
Use computer vision inference in the Intel® Distribution of OpenVINO™ toolkit to provide analytics on customer engagement, store traffic, and shelf inventory.
most recent commit 7 months ago
Object Tracking Line Crossing Area Intrusion ⭐ 63
Deep learning based object tracking with line crossing and area intrusion detection
most recent commit 2 years ago
Yolov7_openvino_cpp Python ⭐ 54
This repository will demostrate how to deploy a offical YOLOv7 pre-trained model with OpenVINO runtime api
most recent commit 4 months ago
Concurrent Video Analytic Pipeline Optimization Sample L ⭐ 46
Create a concurrent video analysis pipeline featuring multistream face and human pose detection, vehicle attribute detection, and the ability to encode multiple videos to local storage in a single stream.
most recent commit 9 months ago
Inference Engine Node ⭐ 33
Bringing the hardware accelerated deep learning inference to Node.js and Electron.js apps.
dependent packages 2total releases 7most recent commit a year agonpm inference-engine-node} Downloads
Face_mask_detection_openvino ⭐ 32
Detect faces and determine whether people are wearing mask.
most recent commit 3 years ago
Safety Gear Detector Python ⭐ 32
Observe workers as they pass in front of a camera to determine if they have adequate safety protection.
most recent commit 3 years ago
Infery Examples ⭐ 28
A collection of demo-apps and inference scripts for various deep learning frameworks using infery (Python).
total releases 41most recent commit a year ago
Motor Defect Detector Python ⭐ 27
Predict performance issues with manufacturing equipment motors. Perform local or cloud analytics of the issues found, and then display the data on a user interface to determine when failures might arise.
most recent commit a year ago
Object Size Detector Python ⭐ 26
Monitor mechanical bolts as they move down a conveyor belt. When a bolt of an irregular size is detected, this solution emits an alert.
most recent commit a year ago
Gaze Estimation With Laser Sparking ⭐ 26
Deep learning based gaze estimation demo with a fun feature :-)
most recent commit 3 years ago
The 2 Most Depended On Deep Learning Inference Openvino Open Source Projects
Model_server ⭐ 618
A scalable inference server for models optimized with OpenVINO™
dependent packages 4total releases 6latest release September 18, 2023most recent commit 3 months agopypi ovmsclient} Downloads
Inference Engine Node ⭐ 33
Bringing the hardware accelerated deep learning inference to Node.js and Electron.js apps.
dependent packages 2total releases 7latest release December 30, 2020most recent commit a year agonpm inference-engine-node} Downloads
The 4 Latest Releases In Deep Learning Inference Openvino Open Source Projects
Model_server ⭐ 618
A scalable inference server for models optimized with OpenVINO™
dependent packages 4total releases 6latest release September 18, 2023most recent commit 3 months agopypi ovmsclient} Downloads
Openvino ⭐ 5,316
OpenVINO™ is an open-source toolkit for optimizing and deploying AI inference
total releases 3latest release November 19, 2021most recent commit 3 months ago
Inference Engine Node ⭐ 33
Bringing the hardware accelerated deep learning inference to Node.js and Electron.js apps.
dependent packages 2total releases 7latest release December 30, 2020most recent commit a year agonpm inference-engine-node} Downloads
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