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The Top 23 Deep Learning Inference Intel Open Source Projects

Open source projects categorized as Deep Learning Inference Intel
Categories > Machine Learning > Deep Learning
Categories > Machine Learning > Inference
Categories > Companies > Intel
Openvino ⭐ 5,316
OpenVINO™ is an open-source toolkit for optimizing and deploying AI inference
total releases 3most recent commit 3 months ago
Models ⭐ 635
Intel® AI Reference Models: contains Intel optimizations for running deep learning workloads on Intel® Xeon® Scalable processors and Intel® Data Center GPUs
most recent commit 4 months ago
Cubert ⭐ 349
Fast implementation of BERT inference directly on NVIDIA (CUDA, CUBLAS) and Intel MKL
most recent commit 3 years ago
Ros_openvino_toolkit ⭐ 146
most recent commit a year 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
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
Face_mask_detection_openvino ⭐ 32
Detect faces and determine whether people are wearing mask.
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
Gaze Estimation With Laser Sparking ⭐ 26
Deep learning based gaze estimation demo with a fun feature :-)
most recent commit 3 years 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
Interactive Image Inpainting ⭐ 24
Deep Learning Based Interactive Image Inpainting Demo
most recent commit 3 years 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
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
most recent commit 3 months ago
Dlinfer ⭐ 21
A deep learning inference engine for Go
most recent commit 7 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
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
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
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