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The Top 23 Deep Learning Object Detection Openvino Open Source Projects

Open source projects categorized as Deep Learning Object Detection Openvino
Categories > Machine Learning > Deep Learning
Categories > Artificial Intelligence > Object Detection
Categories > Openvino
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/
dependent packages 1total releases 3most recent commit 4 months agopypi yolox} Downloads
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
Training_extensions ⭐ 1,119
Train, Evaluate, Optimize, Deploy Computer Vision Models via OpenVINO™
dependent packages 1total releases 55most recent commit a month agopypi otx} Downloads
Nncf ⭐ 725
Neural Network Compression Framework for enhanced OpenVINO™ inference
dependent packages 6total releases 16most recent commit 3 months agopypi nncf} Downloads
Openvino Yolov3 ⭐ 530
YoloV3/tiny-YoloV3+RaspberryPi3/Ubuntu LaptopPC+NCS/NCS2+USB Camera+Python+OpenVINO
most recent commit 2 years ago
Yolox Ros ⭐ 209
YOLOX + ROS2 object detection package (C++ only support)
most recent commit 4 months 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
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
Mmdetection ⭐ 81
OpenVINO Training Extensions Object Detection
total releases 3most recent commit 2 years 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
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
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
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
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.
most recent commit a year ago
Parking Lot Counter Cpp ⭐ 21
Receive or post information on available parking spaces by tracking how many vehicles enter and exit a parking lot.
most recent commit a year ago
Shopper Gaze Monitor Python ⭐ 20
Build a solution to analyze customer expressions and reactions to product advertising collateral that is positioned on retail shelves.
most recent commit 3 years ago
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.
most recent commit a year ago
Restricted Zone Notifier Python ⭐ 19
Secure work areas and send alerts if someone enters the restricted space.
most recent commit a year ago
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.
most recent commit a year ago
The 3 Most Depended On Deep Learning Object Detection Openvino Open Source Projects
Nncf ⭐ 725
Neural Network Compression Framework for enhanced OpenVINO™ inference
dependent packages 6total releases 16latest release November 16, 2023most recent commit 3 months agopypi nncf} Downloads
Training_extensions ⭐ 1,119
Train, Evaluate, Optimize, Deploy Computer Vision Models via OpenVINO™
dependent packages 1total releases 55latest release October 31, 2023most recent commit a month agopypi otx} Downloads
The 4 Latest Releases In Deep Learning Object Detection Openvino Open Source Projects
Nncf ⭐ 725
Neural Network Compression Framework for enhanced OpenVINO™ inference
dependent packages 6total releases 16latest release November 16, 2023most recent commit 3 months agopypi nncf} Downloads
Training_extensions ⭐ 1,119
Train, Evaluate, Optimize, Deploy Computer Vision Models via OpenVINO™
dependent packages 1total releases 55latest release October 31, 2023most recent commit a month agopypi otx} Downloads
Mmdetection ⭐ 81
OpenVINO Training Extensions Object Detection
total releases 3latest release December 09, 2022most recent commit 2 years ago
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