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Search results for openvino
openvino
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186 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/
Openvino
⭐
5,979
OpenVINO™ is an open-source toolkit for optimizing and deploying AI inference
Gocv
⭐
5,973
Go package for computer vision using OpenCV 4 and beyond.
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🔥
Tnn
⭐
4,210
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 performance optimization for mobile devices, and also draws on the advantages of good extensibility and high performance from existed open source efforts
Open_model_zoo
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3,942
Pre-trained Deep Learning models and demos (high quality and extremely fast)
Pinto_model_zoo
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3,121
A repository for storing models that have been inter-converted between various frameworks. Supported frameworks are TensorFlow, PyTorch, ONNX, OpenVINO, TFJS, TFTRT, TensorFlowLite (Float32/16/INT8), EdgeTPU, CoreML.
Anomalib
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2,796
An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimization, and edge 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.
Mmdeploy
⭐
2,371
OpenMMLab Model Deployment Framework
Lightweight Human Pose Estimation.pytorch
⭐
1,973
Fast and accurate human pose estimation in PyTorch. Contains implementation of "Real-time 2D Multi-Person Pose Estimation on CPU: Lightweight OpenPose" paper.
Openvino_notebooks
⭐
1,717
📚 Jupyter notebook tutorials for OpenVINO™
Berrynet
⭐
1,563
Deep learning gateway on Raspberry Pi and other edge devices
Rapidocr
⭐
1,551
A cross platform OCR Library based on PaddleOCR & OnnxRuntime & OpenVINO.
Bisenet
⭐
1,130
Add bisenetv2. My implementation of BiSeNet
Training_extensions
⭐
1,119
Train, Evaluate, Optimize, Deploy Computer Vision Models via OpenVINO™
Ncappzoo
⭐
902
Contains examples for the Movidius Neural Compute Stick.
Nncf
⭐
725
Neural Network Compression Framework for enhanced OpenVINO™ inference
Adlik
⭐
688
Adlik: Toolkit for Accelerating Deep Learning Inference
Fastsdcpu
⭐
667
Fast stable diffusion on CPU
Model_server
⭐
618
A scalable inference server for models optimized with OpenVINO™
Yolou
⭐
608
YOLOv3、YOLOv4、YOLOv5、YOLOv5-Lite、YOLOv6-v1、YOLOv6- v2、FastestDet、YOLOv5-SPD、TensorRT、NCNN、Tengine、Ope
Ultimatealpr Sdk
⭐
550
World's fastest ANPR / ALPR implementation for CPUs, GPUs, VPUs and NPUs using deep learning (Tensorflow, Tensorflow lite, TensorRT, OpenVX, OpenVINO). Multi-Charset (Latin, Korean, Chinese) & Multi-OS (Jetson, Android, Raspberry Pi, Linux, Windows) & Multi-Arch (ARM, x86).
Openvino Yolov3
⭐
530
YoloV3/tiny-YoloV3+RaspberryPi3/Ubuntu LaptopPC+NCS/NCS2+USB Camera+Python+OpenVINO
Mobilestylegan.pytorch
⭐
529
An official implementation of MobileStyleGAN in PyTorch
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.
Pytorch_face_landmark
⭐
368
Fast and accurate face landmark detection library using PyTorch; Support 68-point semi-frontal and 39-point profile landmark detection; Support both coordinate-based and heatmap-based inference; Up to 100 FPS landmark inference speed with SOTA face detector on CPU.
Lightweight Human Pose Estimation 3d Demo.pytorch
⭐
357
Real-time 3D multi-person pose estimation demo in PyTorch. OpenVINO backend can be used for fast inference on CPU.
Nndeploy
⭐
303
nndeploy is a cross-platform, high-performing, and straightforward AI model deployment framework. We strive to deliver a consistent and user-friendly experience across various inference framework backends in complex deployment environments and focus on performance.
Mobilenet Ssd Realsense
⭐
284
[High Performance / MAX 30 FPS] RaspberryPi3(RaspberryPi/Raspbian Stretch) or Ubuntu + Multi Neural Compute Stick(NCS/NCS2) + RealSense D435(or USB Camera or PiCamera) + MobileNet-SSD(MobileNetSSD) + Background Multi-transparent(Simple multi-class segmentation) + FaceDetection + MultiGraph + MultiProcessing + MultiClustering
Optimum Intel
⭐
268
🤗 Optimum Intel: Accelerate inference with Intel optimization tools
Openvino2tensorflow
⭐
262
This script converts the ONNX/OpenVINO IR model to Tensorflow's saved_model, tflite, h5, tfjs, tftrt(TensorRT), CoreML, EdgeTPU, ONNX and pb. PyTorch (NCHW) -> ONNX (NCHW) -> OpenVINO (NCHW) -> openvino2tensorflow -> Tensorflow/Keras (NHWC/NCHW) -> TFLite (NHWC/NCHW). And the conversion from .pb to saved_model and from saved_model to .pb and from .pb to .tflite and saved_model to .tflite and saved_model to onnx. Support for building environments with Docker. It is possible to directly access the
Edgedict
⭐
229
Working online speech recognition based on RNN Transducer. ( Trained model release available in release )
Yolox Ros
⭐
209
YOLOX + ROS2 object detection package (C++ only support)
Vs Mlrt
⭐
189
Efficient CPU/GPU/Vulkan ML Runtimes for VapourSynth (with built-in support for waifu2x, DPIR, RealESRGANv2/v3, Real-CUGAN, RIFE and more!)
Tflite2tensorflow
⭐
186
Generate saved_model, tfjs, tf-trt, EdgeTPU, CoreML, quantized tflite, ONNX, OpenVINO, Myriad Inference Engine blob and .pb from .tflite. Support for building environments with Docker. It is possible to directly access the host PC GUI and the camera to verify the operation. NVIDIA GPU (dGPU) support. Intel iHD GPU (iGPU) support. Supports inverse quantization of INT8 quantization model.
Smart City Sample
⭐
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.
Ros Yolo Sort
⭐
144
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)
Gccpm Look Into Person Cvpr19.pytorch
⭐
143
Fast and accurate single-person pose estimation, ranked 10th at CVPR'19 LIP challenge. Contains implementation of "Global Context for Convolutional Pose Machines" paper.
Lightglue Onnx
⭐
141
ONNX-compatible LightGlue: Local Feature Matching at Light Speed. Supports TensorRT, OpenVINO
Optimum Benchmark
⭐
140
A unified multi-backend utility for benchmarking Transformers and Diffusers with support for Optimum's arsenal of hardware optimizations/quantization schemes.
Openvino Yolov4
⭐
140
This is implementation of YOLOv4,YOLOv4-relu,YOLOv4-tiny,YOLOv4-tiny-3l,Scal and INT8 Quantization in OpenVINO2021.3
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.
Dockerfiles
⭐
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.
Fast Pathology
⭐
108
⚡ Open-source software for deep learning-based digital pathology
Whisper Openvino
⭐
107
openvino version of openai/whisper
Openvino_contrib
⭐
91
Repository for OpenVINO's extra modules
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.
Openvino Custom Layers
⭐
83
Tutorial for Using Custom Layers with OpenVINO (Intel Deep Learning Toolkit)
Mmdetection
⭐
81
OpenVINO Training Extensions Object Detection
Keras Oneclassanomalydetection
⭐
79
[5 FPS - 150 FPS] Learning Deep Features for One-Class Classification (AnomalyDetection). Corresponds RaspberryPi3. Convert to Tensorflow, ONNX, Caffe, PyTorch. Implementation by Python + OpenVINO/Tensorflow Lite.
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.
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.
Openvino Driver Behaviour
⭐
68
Computer Vision Raspberrypi
⭐
68
Sample projects for Computer Vision with Raspberry Pi and Movidius Neural Compute Stick
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.
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
⭐
59
Tensorflow based Fast Pose estimation. OpenVINO, Tensorflow Lite, NCS, NCS2 + Python.
Geti Sdk
⭐
55
Software Development Kit (SDK) for the Intel® Geti™ platform for Computer Vision AI model training.
Yolov7_openvino_cpp Python
⭐
54
This repository will demostrate how to deploy a offical YOLOv7 pre-trained model with OpenVINO runtime api
Docker_ci
⭐
52
The framework to generate a Dockerfile, build, test, and deploy a docker image with OpenVINO™ toolkit.
Openvino Emotionrecognition
⭐
52
OpenVINO+NCS2/NCS+MutiModel(FaceDetection, EmotionRecognition)+MultiStick+MultiProcess+MultiT Camera/PiCamera. RaspberryPi 3 compatible. Async.
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.
Fast_stacked_hourglass_network_openvino
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44
A fast stacked hourglass network for human pose estimation on OpenVino
Ros_openvino
⭐
39
A ROS package to wrap openvino inference engine and get it working with Myriad and GPU
Opti_models
⭐
38
PyTorch optimizations and benchmarking
Facetracking Ncs Rpi3
⭐
38
Face Traking Eyes using the RPI3 + NCS1/2(Intel Movidius Neural Compute Stick) based on OpenVINO Toolkit
Rpi3_ncs2
⭐
36
Intel Neural Compute Stick 2 Running on RPI 3 with Threading
Pyvino
⭐
34
This is the python implementation of openvino models.
Opencv Python Inference Engine
⭐
33
Wrapper package for OpenCV with Inference Engine python bindings.
Inference Engine Node
⭐
33
Bringing the hardware accelerated deep learning inference to Node.js and Electron.js apps.
Safety Gear Detector Python
⭐
32
Observe workers as they pass in front of a camera to determine if they have adequate safety protection.
Pytorch_yolo_openvino_demo
⭐
32
Face_mask_detection_openvino
⭐
32
Detect faces and determine whether people are wearing mask.
Deep Object Reid
⭐
31
OpenVINO Training Extensions Object Re-identification
Openvino Deeplabv3
⭐
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
Infery Examples
⭐
28
A collection of demo-apps and inference scripts for various deep learning frameworks using infery (Python).
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.
Gaze Estimation With Laser Sparking
⭐
26
Deep learning based gaze estimation demo with a fun feature :-)
Keras_openvino
⭐
26
How to run Keras model inference x3 times faster with CPU and Intel OpenVINO
Openvino_pytorch_layers
⭐
26
How to export PyTorch models with unsupported layers to ONNX and then to Intel OpenVINO
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.
Openncc
⭐
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.
All Classifiers 2019
⭐
24
A collection of computer vision projects for Acute Lymphoblastic Leukemia classification/early detection.
Interactive Image Inpainting
⭐
24
Deep Learning Based Interactive Image Inpainting Demo
Dbface On Openvino
⭐
23
Describes how to run DBFace, a real-time, single-shot face detection model on Intel OpenVINO
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
Parking Lot Counter Cpp
⭐
21
Receive or post information on available parking spaces by tracking how many vehicles enter and exit a parking lot.
Onnx Runtime With Tensorrt And Openvino
⭐
21
Docker scripts for building ONNX Runtime with TensorRT and OpenVINO in manylinux environment
Model Inference Deployment
⭐
21
A curated list of awesome inference deployment framework of artificial intelligence models.
Shopper Gaze Monitor Python
⭐
20
Build a solution to analyze customer expressions and reactions to product advertising collateral that is positioned on retail shelves.
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.
Restricted Zone Notifier Python
⭐
19
Secure work areas and send alerts if someone enters the restricted space.
Yolact_edge_onnx_tensorrt_myriad
⭐
19
Provides a conversion flow for YOLACT_Edge to models compatible with ONNX, TensorRT, OpenVINO and Myriad (OAK). My own implementation of post-processing allows for e2e inference. Support for Multi-Class NonMaximumSuppression, CombinedNonMaxSuppression.
Nanodet_openvino
⭐
19
手把手教你OpenVINO下部署NanoDet模型,intel i7-7700HQ CPU实测6ms一帧
Encoder4editing Mobilenetv3
⭐
18
Re-implementation of e4e that use mobilenet-v3 and stylegan2-1024p
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.
Pruned Openvino Yolo
⭐
18
Deploy the pruned YOLOv3/v4/v4-tiny/v4-tiny-3l model on OpenVINO embedded devices
Human Pose Estimation 2d Demo
⭐
18
Deep learning based human pose estimation demo in Python using Intel OpenVINO toolkit
1-100 of 186 search results
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