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Search results for object detection openvino
object-detection
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55 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🔥
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.
Training_extensions
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1,119
Train, Evaluate, Optimize, Deploy Computer Vision Models via OpenVINO™
Nncf
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725
Neural Network Compression Framework for enhanced OpenVINO™ inference
Openvino Yolov3
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530
YoloV3/tiny-YoloV3+RaspberryPi3/Ubuntu LaptopPC+NCS/NCS2+USB Camera+Python+OpenVINO
Yolox Ros
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209
YOLOX + ROS2 object detection package (C++ only support)
Smart City Sample
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150
The smart city reference pipeline shows how to integrate various media building blocks, with analytics powered by the OpenVINO™ Toolkit, for traffic or stadium sensing, analytics and management tasks.
Bmw Anonymization Api
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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.
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.
Mmdetection
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81
OpenVINO Training Extensions Object Detection
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.
Bmw Intelopenvino Detection Inference Api
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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.
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.
Object Tracking Line Crossing Area Intrusion
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63
Deep learning based object tracking with line crossing and area intrusion detection
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.
Pyvino
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34
This is the python implementation of openvino models.
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.
Pytorch_yolo_openvino_demo
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32
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.
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.
Store Traffic Monitor Python
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24
Monitor three different streams of video that count people inside and outside of a facility. This application also counts product inventory.
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.
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.
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.
Restricted Zone Notifier Python
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19
Secure work areas and send alerts if someone enters the restricted space.
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.
Intruder Detector Python
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16
Build an application that alerts you when someone enters a restricted area. Learn how to use models for multiclass object detection.
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.
Unity Openvino Yolox
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14
This tutorial series covers how to perform object detection in the Unity game engine with the OpenVINO™ Toolkit.
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.
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.
Icevision Openvino Unity Tutorial
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11
This tutorial covers training an object detector with the IceVision library and implementing it in a Unity game engine project using the OpenVINO Toolkit.
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.
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.
Safety Gear Detector Cpp
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10
Observe workers as they pass in front of a camera to determine if they have adequate safety protection.
Yolo2openvino
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9
YoloV3, YoloV4, YoloV3-tiny, and YoloV4-tiny conversion to Tensorflow and OpenVINO.
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.
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.
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.
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.
Network Video Recorder
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8
Implement and use Intel® hardware platforms for video decoding, encoding, and optimization using various media stacks.
Brain Tumor Segmentations
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8
Segment brain tumors in raw MRI images by applying the U-Net architecture.
Tensorflow Yolo
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8
YOLOv3 on TensorFlow Core API and Edge Deployment Using the Intel's Neural Compute Stick Series
Pyopenvino
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7
Experimental Python implementation of OpenVINO Inference Engine (very slow, limited functionality). All codes are written in Python. Easy to read and modify.
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!
Yolo_various_framework
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6
run YOLO (object detection model) on various frameworks
Handtracking Openvino
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5
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.
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