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96 search results found

Yolox ⭐ 8,759

YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documentation: https://yolox.readthedocs.io/

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🔥

Openvino ⭐ 5,316

OpenVINO™ is an open-source toolkit for optimizing and deploying AI inference

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

Mmdeploy ⭐ 2,371

OpenMMLab Model Deployment Framework

Lightweight Human Pose Estimation.pytorch ⭐ 1,973

Fast and accurate human pose estimation in PyTorch. Contains implementation of "Real-time 2D Multi-Person Pose Estimation on CPU: Lightweight OpenPose" paper.

Openvino_notebooks ⭐ 1,717

📚 Jupyter notebook tutorials for OpenVINO™

Berrynet ⭐ 1,563

Deep learning gateway on Raspberry Pi and other edge devices

Training_extensions ⭐ 1,119

Train, Evaluate, Optimize, Deploy Computer Vision Models via OpenVINO™

Neural Network Compression Framework for enhanced OpenVINO™ inference

Adlik: Toolkit for Accelerating Deep Learning Inference

Model_server ⭐ 618

A scalable inference server for models optimized with OpenVINO™

Ultimatealpr Sdk ⭐ 550

World's fastest ANPR / ALPR implementation for CPUs, GPUs, VPUs and NPUs using deep learning (Tensorflow, Tensorflow lite, TensorRT, OpenVX, OpenVINO). Multi-Charset (Latin, Korean, Chinese) & Multi-OS (Jetson, Android, Raspberry Pi, Linux, Windows) & Multi-Arch (ARM, x86).

Openvino Yolov3 ⭐ 530

YoloV3/tiny-YoloV3+RaspberryPi3/Ubuntu LaptopPC+NCS/NCS2+USB Camera+Python+OpenVINO

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.

Mobilenet Ssd Realsense ⭐ 284

[High Performance / MAX 30 FPS] RaspberryPi3(RaspberryPi/Raspbian Stretch) or Ubuntu + Multi Neural Compute Stick(NCS/NCS2) + RealSense D435(or USB Camera or PiCamera) + MobileNet-SSD(MobileNetSSD) + Background Multi-transparent(Simple multi-class segmentation) + FaceDetection + MultiGraph + MultiProcessing + MultiClustering

Yolox Ros ⭐ 209

YOLOX + ROS2 object detection package (C++ only support)

Vs Mlrt ⭐ 189

Efficient CPU/GPU/Vulkan ML Runtimes for VapourSynth (with built-in support for waifu2x, DPIR, RealESRGANv2/v3, Real-CUGAN, RIFE and more!)

Ros Yolo Sort ⭐ 144

YOLO v3, v4, v5, v6, v7 + SORT tracking + ROS platform. Supporting: YOLO with Darknet, OpenCV(DNN), OpenVINO, TensorRT(tkDNN). SORT supports python(original) and C++. (Not Deep SORT)

Gccpm Look Into Person Cvpr19.pytorch ⭐ 143

Fast and accurate single-person pose estimation, ranked 10th at CVPR'19 LIP challenge. Contains implementation of "Global Context for Convolutional Pose Machines" paper.

Lightglue Onnx ⭐ 141

ONNX-compatible LightGlue: Local Feature Matching at Light Speed. Supports TensorRT, OpenVINO

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.

Fast Pathology ⭐ 108

⚡ Open-source software for deep learning-based digital pathology

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.

Mmdetection ⭐ 81

OpenVINO Training Extensions Object Detection

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.

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.

Openvino Driver Behaviour ⭐ 68

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.

Object Tracking Line Crossing Area Intrusion ⭐ 63

Deep learning based object tracking with line crossing and area intrusion detection

Geti Sdk ⭐ 55

Software Development Kit (SDK) for the Intel® Geti™ platform for Computer Vision AI model training.

Yolov7_openvino_cpp Python ⭐ 54

This repository will demostrate how to deploy a offical YOLOv7 pre-trained model with OpenVINO runtime api

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.

Inference Engine Node ⭐ 33

Bringing the hardware accelerated deep learning inference to Node.js and Electron.js apps.

Face_mask_detection_openvino ⭐ 32

Detect faces and determine whether people are wearing mask.

Safety Gear Detector Python ⭐ 32

Observe workers as they pass in front of a camera to determine if they have adequate safety protection.

Deep Object Reid ⭐ 31

OpenVINO Training Extensions Object Re-identification

Openvino Deeplabv3 ⭐ 30

[4-5 FPS / Core m3 CPU only] [11 FPS / Core i7 CPU only] OpenVINO+DeeplabV3+LattePandaAlpha/LaptopPC. CPU / GPU / NCS. RealTime semantic-segmentaion. Python3.5+Tensorflow v1.11.0+OpenCV3.4.3+PIL

Infery Examples ⭐ 28

A collection of demo-apps and inference scripts for various deep learning frameworks using infery (Python).

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.

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.

Gaze Estimation With Laser Sparking ⭐ 26

Deep learning based gaze estimation demo with a fun feature :-)

Store Traffic Monitor Python ⭐ 24

Monitor three different streams of video that count people inside and outside of a facility. This application also counts product inventory.

Interactive Image Inpainting ⭐ 24

Deep Learning Based Interactive Image Inpainting Demo

Dbface On Openvino ⭐ 23

Describes how to run DBFace, a real-time, single-shot face detection model on Intel OpenVINO

Parking Lot Counter Cpp ⭐ 21

Receive or post information on available parking spaces by tracking how many vehicles enter and exit a parking lot.

Dl Benchmark ⭐ 21

Deep Learning Inference benchmark. Supports Intel® Distribution of OpenVINO™ Toolkit, Caffe, TensorFlow, TensorFlow Lite, ONNX Runtime, OpenCV DNN, MXNet, PyTorch and Apache TVM

Industrial Anomaly Detection ⭐ 20

Run multiple independent anomaly detection (object flaws and motor defects) workloads on a single system via multiple virtual machines using a Kernel-based Virtual Machine (KVM) host.

Shopper Gaze Monitor Python ⭐ 20

Build a solution to analyze customer expressions and reactions to product advertising collateral that is positioned on retail shelves.

Restricted Zone Notifier Python ⭐ 19

Secure work areas and send alerts if someone enters the restricted space.

Object Flaw Detector Cpp ⭐ 18

Detect various irregularities of a product as it moves along a conveyor belt.

Human Pose Estimation 2d Demo ⭐ 18

Deep learning based human pose estimation demo in Python using Intel OpenVINO toolkit

Store Aisle Monitor Python ⭐ 18

Use a visual heat or motion map to count the number of people that enter and exit a store, factory, or warehouse aisle.

Handwritten Japanese Ocr ⭐ 17

Handwritten Japanese OCR demo using touch panel to draw the input text using Intel OpenVINO toolkit

Dedode Onnx Tensorrt ⭐ 17

ONNX-compatible DeDoDe 🎶 Detect, Don't Describe - Describe, Don't Detect, for Local Feature Matching. Supports TensorRT 🚀

Object Flaw Detector Python ⭐ 17

Detect various irregularities of a product as it moves along a conveyor belt.

Intruder Detector Python ⭐ 16

Build an application that alerts you when someone enters a restricted area. Learn how to use models for multiclass object detection.

Awesome Openvino ⭐ 15

A list of awesome open source projects that use OpenVINO

Intruder Detector Cpp ⭐ 15

Build an application that alerts you when someone enters a restricted area. Learn how to use models for multiclass object detection.

Unity Openvino Yolox ⭐ 14

This tutorial series covers how to perform object detection in the Unity game engine with the OpenVINO™ Toolkit.

Shopper Gaze Monitor Cpp ⭐ 12

Build a solution to analyze customer expressions and reactions to product advertising collateral that is positioned on retail shelves.

Social Distance ⭐ 11

Build a solution that recognizes people within a specific area and measures the distance between them. Get an alert if the distance is less than a specified amount.

Store Aisle Monitor Cpp ⭐ 11

Use a visual heat or motion map to count the number of people that enter and exit a store, factory, or warehouse aisle.

Openvino_open_model_zoo_toolkit ⭐ 11

Python wrapper library for Intel distribution of OpenVINO and Open Model Zoo (OMZ) models. User can use DL by simple function calls with this library.

Workbench_aux ⭐ 11

OpenVINO™ Toolkit - Deep Learning Workbench repository Auxuliary Assets

Shopper Mood Monitor Cpp ⭐ 10

Detect the mood of shoppers as they look at a retail or kiosk display.

Safety Gear Detector Cpp ⭐ 10

Observe workers as they pass in front of a camera to determine if they have adequate safety protection.

Openvino Adas ⭐ 10

[1 FPS / CPU only] OpenVINO+ADAS+LattePandaAlpha. CPU / GPU / NCS. RealTime semantic-segmentaion. Python3.5+OpenCV3.4.3+PIL

Edge Insights Vision ⭐ 10

Edge Insights for Vision (eiv) is a package that helps to auto install Intel® GPU drivers and setup environment for Inference application development using OpenVINO™ toolkit

Intelligent Kiosk Analytics Cpp ⭐ 10

Determine the demographics of an audience using the Intel® Distribution of OpenVINO™ toolkit, and then adjust the ads to match the audience.

Openvino_practice ⭐ 10

Practice git, Travis CI and Intel OpenVINO

Store Traffic Monitor Cpp ⭐ 10

Monitor three different streams of video that count people inside and outside of a facility. This application also counts product inventory.

Automated Vending ⭐ 9

Deploy sensor fusion technology for an automated checkout that enables real-time insight about the products consumers are buying using the EdgeX Foundry* extensible framework.

Model_analyzer ⭐ 9

Model Analyzer is the Network Statistic Information tool

Rtsf At Checkout Reference Design ⭐ 9

Detect loss at self-checkout by seamlessly connecting different sensor devices, including weight scale sensors, cameras, and RFIDs.

Openvino Visual Performance Demo ⭐ 8

Intel OpenVINO visual performance demo - Supports classification models.

Openvino Ir Utility ⭐ 8

Utility tool for Intel(r) OpenVINO(tm) IR models. The tool can display detailed model information, layer information and can check compatibility. The tool also can extract weight data and feature map from the IR model.

Restricted Zone Notifier Cpp ⭐ 8

Secure work areas and send alerts if someone enters the restricted space.

Machine Operator Monitor Cpp ⭐ 8

Monitor a machine operator and detect the emotional state of an operator. Send an alert if the operator is distracted or angry.

Network Video Recorder ⭐ 8

Implement and use Intel® hardware platforms for video decoding, encoding, and optimization using various media stacks.

Unity Openvino Plugin ⭐ 8

This tutorial series covers how to create a plugin that leverages the OpenVINO™ Toolkit for the Unity game engine.

Motor Defect Detector Cpp ⭐ 8

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.

Brain Tumor Segmentations ⭐ 8

Segment brain tumors in raw MRI images by applying the U-Net architecture.

Openvino_auto_benchmark ⭐ 8

Semi-automated OpenVINO benchmark_app with variable parameters. User can specify multiple options for any parameters in the benchmark_app and the progam runs the benchmark with all combinations of given options.

Tensorflow Yolo ⭐ 8

YOLOv3 on TensorFlow Core API and Edge Deployment Using the Intel's Neural Compute Stick Series

Pyopenvino ⭐ 7

Experimental Python implementation of OpenVINO Inference Engine (very slow, limited functionality). All codes are written in Python. Easy to read and modify.

Openvino_demo_kit ⭐ 7

This is a tool that can make you run intel openVINO Demos and samples easily.

Openvino Ep Enabled Onnxruntime ⭐ 7

Describing How to Enable OpenVINO Execution Provider for ONNX Runtime

Qupath Extension Openvino ⭐ 6

Intel OpenVINO extension for QuPath, a digital pathology platform

Openvino Real Time Noise Suppression Demo ⭐ 6

Modified version of OpenVINO noise_suppression_demo. This version can handle real-time audio stream from microphone and output to headphone.

Fall Detection ⭐ 6

Computer vision application that detects individual falls

Openvino_workshop ⭐ 6

The Jupyter Notebook for OpenVINO overview workshop

Handtracking Openvino ⭐ 5

Openvino Workshop Jp ⭐ 5

OpenVINO hands-on workshop contents (Japanese, 日本語版)

Openvino Auto Thermometer ⭐ 5

AI based face recognition with non-contact body temperature measurement system.

Openvino Model Server Wrapper ⭐ 5

Python wrapper class for OpenVINO Model Server. User can submit inference request to OVMS with just a few lines of code.

People Count Vino ⭐ 5

People count program in python using the OpenVINO toolkit.

Line Monitoring ⭐ 5

Apply the pretrained models in the Intel® Distribution of OpenVINO™ toolkit to detect and count the number of people waiting in lines in real time.

Openvino Api ⭐ 5

Intel OpenVINO different deep learning models as service

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