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Search results for intel openvino
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82 search results found
Openvino
⭐
5,316
OpenVINO™ is an open-source toolkit for optimizing and deploying AI inference
Fastdeploy
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2,547
⚡️An Easy-to-use and Fast Deep Learning Model Deployment Toolkit for ☁️Cloud 📱Mobile and 📹Edge. Including Image, Video, Text and Audio 20+ main stream scenarios and 150+ SOTA models with end-to-end optimization, multi-platform and multi-framework support.
Ncappzoo
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902
Contains examples for the Movidius Neural Compute Stick.
Dlstreamer
⭐
473
This repository is a home to Intel® Deep Learning Streamer (Intel® DL Streamer) Pipeline Framework. Pipeline Framework is a streaming media analytics framework, based on GStreamer* multimedia framework, for creating complex media analytics pipelines.
Optimum Intel
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268
🤗 Optimum Intel: Accelerate inference with Intel optimization tools
Dockerfiles
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115
Optimized media, analytics and graphics software stack images. Use the dockerfile(s) in your project or as a recipe book for bare metal installation.
People Counter Python
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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.
Openvino Custom Layers
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83
Tutorial for Using Custom Layers with OpenVINO (Intel Deep Learning Toolkit)
People Counter Cpp
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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.
Smart Retail Analytics
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68
Use computer vision inference in the Intel® Distribution of OpenVINO™ toolkit to provide analytics on customer engagement, store traffic, and shelf inventory.
Openvino Driver Behaviour
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68
Object Tracking Line Crossing Area Intrusion
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63
Deep learning based object tracking with line crossing and area intrusion detection
Mobilenetv2 Poseestimation
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59
Tensorflow based Fast Pose estimation. OpenVINO, Tensorflow Lite, NCS, NCS2 + Python.
Concurrent Video Analytic Pipeline Optimization Sample L
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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.
Ros_openvino
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39
A ROS package to wrap openvino inference engine and get it working with Myriad and GPU
Facetracking Ncs Rpi3
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38
Face Traking Eyes using the RPI3 + NCS1/2(Intel Movidius Neural Compute Stick) based on OpenVINO Toolkit
Opencv Python Inference Engine
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33
Wrapper package for OpenCV with Inference Engine python bindings.
Safety Gear Detector Python
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32
Observe workers as they pass in front of a camera to determine if they have adequate safety protection.
Face_mask_detection_openvino
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32
Detect faces and determine whether people are wearing mask.
Openvino Deeplabv3
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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
Motor Defect Detector Python
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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.
Keras_openvino
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26
How to run Keras model inference x3 times faster with CPU and Intel OpenVINO
Gaze Estimation With Laser Sparking
⭐
26
Deep learning based gaze estimation demo with a fun feature :-)
Openvino_pytorch_layers
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26
How to export PyTorch models with unsupported layers to ONNX and then to Intel OpenVINO
Object Size Detector Python
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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.
Openncc
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25
OpenNCC Kit
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
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24
Deep Learning Based Interactive Image Inpainting Demo
Dbface On Openvino
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23
Describes how to run DBFace, a real-time, single-shot face detection model on Intel OpenVINO
Parking Lot Counter Cpp
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21
Receive or post information on available parking spaces by tracking how many vehicles enter and exit a parking lot.
Dl Benchmark
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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
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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
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20
Build a solution to analyze customer expressions and reactions to product advertising collateral that is positioned on retail shelves.
Restricted Zone Notifier Python
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19
Secure work areas and send alerts if someone enters the restricted space.
Human Pose Estimation 2d Demo
⭐
18
Deep learning based human pose estimation demo in Python using Intel OpenVINO toolkit
Object Flaw Detector Cpp
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18
Detect various irregularities of a product as it moves along a conveyor belt.
Store Aisle Monitor Python
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18
Use a visual heat or motion map to count the number of people that enter and exit a store, factory, or warehouse aisle.
Object Flaw Detector Python
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17
Detect various irregularities of a product as it moves along a conveyor belt.
Handwritten Japanese Ocr
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17
Handwritten Japanese OCR demo using touch panel to draw the input text using Intel OpenVINO toolkit
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.
20220228_intel_deeplearning_day_hitnet_demo
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16
Special Presentation Demo at Intel IoT Planet 2021 DeepLearning Day / インテル IoT プラネット 2021 DeepLearning Dayの特別講演の発表資料 https://www.intel.co.jp/content/www/jp/ja/now/iot-
Intruder Detector Cpp
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15
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
Ovaas Front
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13
OVAAS Front-end powered by Nuxt.js
Openvino_efficientdet
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12
EfficientDet with Intel OpenVINO
Openvino_realsense_harvestbot
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12
土炮智能機器手視覺系統,結合Intel OpenVINO NCS, RealSense D435完成採收小蕃茄直交式機器手臂視覺系統概念機。
Shopper Gaze Monitor Cpp
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12
Build a solution to analyze customer expressions and reactions to product advertising collateral that is positioned on retail shelves.
Openvino_open_model_zoo_toolkit
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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.
Xrdrivesim
⭐
11
Hand Gesture and skeleton input to enrich the user interface of the games
Social Distance
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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.
Workbench_aux
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11
OpenVINO™ Toolkit - Deep Learning Workbench repository Auxuliary Assets
Store Aisle Monitor Cpp
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11
Use a visual heat or motion map to count the number of people that enter and exit a store, factory, or warehouse aisle.
Shopper Mood Monitor Cpp
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10
Detect the mood of shoppers as they look at a retail or kiosk display.
Openvino_practice
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10
Practice git, Travis CI and Intel OpenVINO
Safety Gear Detector Cpp
⭐
10
Observe workers as they pass in front of a camera to determine if they have adequate safety protection.
Intelligent Kiosk Analytics Cpp
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10
Determine the demographics of an audience using the Intel® Distribution of OpenVINO™ toolkit, and then adjust the ads to match the audience.
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
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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.
Rtsf At Checkout Reference Design
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9
Detect loss at self-checkout by seamlessly connecting different sensor devices, including weight scale sensors, cameras, and RFIDs.
Edge Ml
⭐
9
Quantized Tensorflow Estimator for Google EdgeTpu Accelerator, Dev Board and Intel Neural Compute Stick 2
Openvino_auto_benchmark
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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.
Machine Operator Monitor Cpp
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8
Monitor a machine operator and detect the emotional state of an operator. Send an alert if the operator is distracted or angry.
Motor Defect Detector Cpp
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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.
Restricted Zone Notifier Cpp
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8
Secure work areas and send alerts if someone enters the restricted space.
Openvino Model Division And Simple Custom Layer
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8
Demonstrates how to divide a DL model into multiple IR model files (division) and introduce a simplest way to implement a custom layer works with OpenVINO IR models.
Tensorflow Yolo
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8
YOLOv3 on TensorFlow Core API and Edge Deployment Using the Intel's Neural Compute Stick Series
Openvino Visual Performance Demo
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8
Intel OpenVINO visual performance demo - Supports classification models.
Openvino Ir Utility
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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.
Brain Tumor Segmentations
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8
Segment brain tumors in raw MRI images by applying the U-Net architecture.
Network Video Recorder
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8
Implement and use Intel® hardware platforms for video decoding, encoding, and optimization using various media stacks.
Optimum Openvino
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8
Intel OpenVINO extension for Hugging Face Transformers
Intel Ai Inference Samples
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7
Intel® AI Inference Samples provide example code for deploying optimized inference in Intel platforms.
Motion Heatmap Cpp
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7
This sample application is useful to see movement patterns over time. For example, it could be used to see the usage of entrances to a factory floor over time, or patterns of shoppers in a store.
Openvino Ep Enabled Onnxruntime
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7
Describing How to Enable OpenVINO Execution Provider for ONNX Runtime
Qupath Extension Openvino
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6
Intel OpenVINO extension for QuPath, a digital pathology platform
Porky
⭐
6
The real-time object detecting autonomous robot. Create your own real-time object detection project using only a Raspberry Pi 3 B+ paired with an Intel Neural Compute Stick 2!
Fall Detection
⭐
6
Computer vision application that detects individual falls
Openvino Onnx Importer Api
⭐
5
Demonstrate how to use ONNX importer API in Intel OpenVINO toolkit. This API allows user to load an ONNX model and run inference with OpenVINO Inference Engine.
Line Monitoring
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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 Workshop Jp
⭐
5
OpenVINO hands-on workshop contents (Japanese, 日本語版)
People Count Vino
⭐
5
People count program in python using the OpenVINO toolkit.
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.
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