Top openvino open source projects

Pre-trained Deep Learning models and demos (high quality and extremely fast)

✭ 2,925

python demo model models tensorflow-models cnn-model model-zoo caffemodel deep-learning-models openvino

⚡Super fast and lightweight anchor-free object detection model. 🔥Only 980 KB(int8) / 1.8MB (fp16) and run 97FPS on cellphone🔥

✭ 3,640

python C++java CMake android deep-learning pytorch object-detection deep-neural-networks model-zoo mnn shufflenet ncnn openvino anchor-free efficientnet repvgg

Tnn

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 …

✭ 3,257

C++Objective-C++python c assembly Cuda ocr deep-learning tensorflow inference pytorch tengine face-detection tensorrt mnn coreml ncnn openvino hairsegmentaion

Openvino

OpenVINO™ Toolkit repository

✭ 2,858

C++python CMake c cython shell deep-learning performance inference inference-engine openvino model-optimizer

Berrynet

Deep learning gateway on Raspberry Pi and other edge devices

✭ 1,529

python javascript shell deep-learning tensorflow raspberry-pi iot mqtt edge-computing tensorrt edge-devices aiot openvino edge-ai

Gocv

Go package for computer vision using OpenCV 4 and beyond.

Dockerfiles

Optimized media, analytics and graphics software stack images. Use the dockerfile(s) in your project or as a recipe book for bare metal installation.

✭ 98

Dockerfile M4 shell nginx dockerfiles encoding gstreamer ffmpeg analytics rtmp webrtc container media docker-images media-delivery vaapi stack-images svt openvino inferencing-engine vcac-a media-analytics

gaze-estimation-with-laser-sparking

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

object-flaw-detector-python

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

✭ 17

python Jupyter Notebook shell machine-learning real-time video computer-vision deep-learning intel inference edge image-recognition object-detection pretrained-models reference-implementation live-demo edge-computing openvino edge-ai

OpenVINO-EmotionRecognition

OpenVINO+NCS2/NCS+MutiModel(FaceDetection, EmotionRecognition)+MultiStick+MultiProcess+MultiThread+USB Camera/PiCamera. RaspberryPi 3 compatible. Async.

✭ 51

python raspberrypi emotion-recognition ncs picamera multimodel facedetection neural-compute-stick openvino

all-classifiers-2019

A collection of computer vision projects for Acute Lymphoblastic Leukemia classification/early detection.

✭ 24

Jupyter Notebook python deep-neural-networks caffe computer-vision artificial-intelligence artificial-neural-networks convolutional-neural-networks fastai data-augmentation artificial-intelligence-algorithms openvino intel-movidius lymphoblastic-leukemia-classifiers python-classifiers

MobileNetV2-PoseEstimation

Tensorflow based Fast Pose estimation. OpenVINO, Tensorflow Lite, NCS, NCS2 + Python.

✭ 99

python C++c opencv ubuntu tensorflow raspberrypi intel raspbian pose-estimation ncs lattepanda tensorflow-lite openvino ncs2

keras openvino

How to run Keras model inference x3 times faster with CPU and Intel OpenVINO

✭ 32

Jupyter Notebook python tensorflow keras edge-computing openvino

openvino-ncs2-python-samples

OpenVINO Inference Engine Python API sample code - NCS2

✭ 35

python openvino ncs2

ONNX-Runtime-with-TensorRT-and-OpenVINO

Docker scripts for building ONNX Runtime with TensorRT and OpenVINO in manylinux environment

✭ 15

C++python shell Cuda cuda nvidia tensorrt onnx openvino onnxruntime

Pruned-OpenVINO-YOLO

Deploy the pruned YOLOv3/v4/v4-tiny/v4-tiny-3l model on OpenVINO embedded devices

✭ 46

python shell Dockerfile yolov3 openvino yolov4 pruned-yolo

docker ci

The framework to generate a Dockerfile, build, test, and deploy a docker image with OpenVINO™ toolkit.

✭ 33

python Dockerfile Jinja shell docker dockerfile docker-image dockerhub openvino

openvino contrib

Repository for OpenVINO's extra modules

✭ 55

C++python java CMake shell arm pytorch openvino

openvino pytorch layers

How to export PyTorch models with unsupported layers to ONNX and then to Intel OpenVINO

✭ 17

C++python CMake custom intel pytorch fft onnx unpooling openvino model-optimizer intel-openvino

ros openvino

A ROS package to wrap openvino inference engine and get it working with Myriad and GPU

✭ 57

C++CMake opencv ros realsense ros-kinetic roscpp myriad movidius openvino erwhi gbr1 realsense2 aicore

Fast Stacked Hourglass Network OpenVino

A fast stacked hourglass network for human pose estimation on OpenVino

✭ 52

python mpii-dataset pose-estimation ncs mobilenet stacked-hourglass-networks onnx openvino

YOLOX

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

✭ 6,570

python C++shell deep-learning pytorch yolo object-detection tensorrt ncnn onnx yolov3 openvino megengine yolox

BMW-Anonymization-API

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.

vs-mlrt

Efficient ML Filter Runtimes for VapourSynth (with built-in support for waifu2x, DPIR, RealESRGANv2, and Real-CUGAN)

✭ 34

C++python CMake ai deep-learning neural-network gpu cuda ml waifu2x artificial-intelligence vapoursynth tensorrt onnx openvino onnxruntime real-esrgan dpir real-cugan

FAST-Pathology

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

✭ 54

C++machine-learning opengl deep-learning deployment tensorflow opencl inference pytorch software convolutional-neural-networks digital-pathology tensorrt computational-pathology openvino free-to-use

BMW-IntelOpenVINO-Detection-Inference-API

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.

✭ 66

python Dockerfile shell docker cpu computer-vision neural-network rest-api inference resnet deeplearning object-detection inference-engine detection-api detection-algorithm nocode openvino openvino-toolkit openvino-model-zoo

concurrent-video-analytic-pipeline-optimization-sample-l

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.

✭ 39

C++python shell machine-learning real-time video computer-vision deep-learning intel inference edge image-recognition object-detection pretrained-models reference-implementation live-demo edge-computing openvino edge-ai

opencv-python-inference-engine

Wrapper package for OpenCV with Inference Engine python bindings.

✭ 32

Jupyter Notebook python shell opencv wrapper wheel opencv-python openblas inference-engine precompiled myriad movidius openvino dldt

safety-gear-detector-python

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

✭ 54

python Jupyter Notebook shell machine-learning real-time video computer-vision deep-learning intel inference edge image-recognition object-detection pretrained-models reference-implementation live-demo edge-computing openvino edge-ai

openncc

OpenNCC Kit

✭ 23

python c C++Makefile shell QMake raspberry-pi opencv embedded ai computer-vision deep-learning intel artificial-intelligence embedded-systems ipcamera usbcamera vision-framework openvino opennncc 4k-camera

OpenVino-Driver-Behaviour

No description or website provided.

✭ 105

C++CMake shell opencv deep-learning driver-behavior openvino

anomalib

An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimization, and edge inference.

✭ 1,210

python unsupervised-learning anomaly-detection neural-network-compression openvino anomaly-segmentation anomaly-localization

motor-defect-detector-python

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.

✭ 24

python machine-learning real-time video computer-vision deep-learning intel inference edge image-recognition object-detection pretrained-models reference-implementation live-demo edge-computing openvino edge-ai

mtomo

Multiple types of NN model optimization environments. It is possible to directly access the host PC GUI and the camera to verify the operation. Intel iHD GPU (iGPU) support. NVIDIA GPU (dGPU) support.

✭ 24

Dockerfile shell mxnet tensorflow models pytorch tensorrt myriad onnx tensorflowlite tflite tensorflowjs openvino models-converter edgetpu depthai tf-trt

yolov5 cpp openvino

用c++实现了yolov5使用openvino的部署

✭ 222

C++python shell openvino yolov5

object-size-detector-python

Monitor mechanical bolts as they move down a conveyor belt. When a bolt of an irregular size is detected, this solution emits an alert.

✭ 26

python Jupyter Notebook shell machine-learning real-time video computer-vision deep-learning intel inference edge image-recognition object-detection pretrained-models reference-implementation live-demo edge-computing openvino edge-ai

intruder-detector-python

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

ros-yolo-sort

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)

✭ 162

C++python CMake yolo tensorrt openvino yolov4 yolov5 yolov6 yolov7

Smart-City-Sample

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.

✭ 141

python javascript CSS shell M4 Dockerfile gstreamer ffmpeg analytics object-detection traffic-monitoring smart-city crowd-counting people-counting openvino openvisualcloud stadium-management queue-counting

pytorch YOLO OpenVINO demo

No description or website provided.

✭ 73

python shell pytorch object-detection onnx yolov3 openvino openvino-toolkit yolov4 yolov5 yolov4-pytorch scaledyolov4

object-flaw-detector-cpp

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

✭ 19

C++shell CMake machine-learning real-time video computer-vision deep-learning intel inference edge image-recognition object-detection pretrained-models reference-implementation live-demo edge-computing openvino edge-ai

Top 41 openvino open source projects