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Search results for python openvino
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106 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🔥
Pinto_model_zoo
⭐
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
⭐
2,796
An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimization, and edge inference.
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.
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
Ncappzoo
⭐
902
Contains examples for the Movidius Neural Compute Stick.
Nncf
⭐
725
Neural Network Compression Framework for enhanced OpenVINO™ inference
Fastsdcpu
⭐
667
Fast stable diffusion on CPU
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
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.
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 )
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.
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.
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.
Openvino Custom Layers
⭐
83
Tutorial for Using Custom Layers with OpenVINO (Intel Deep Learning Toolkit)
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
⭐
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.
Fast_stacked_hourglass_network_openvino
⭐
44
A fast stacked hourglass network for human pose estimation on OpenVino
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.
Pytorch_yolo_openvino_demo
⭐
32
Safety Gear Detector Python
⭐
32
Observe workers as they pass in front of a camera to determine if they have adequate safety protection.
Face_mask_detection_openvino
⭐
32
Detect faces and determine whether people are wearing mask.
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).
Gaze Estimation With Laser Sparking
⭐
26
Deep learning based gaze estimation demo with a fun feature :-)
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.
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
Model Inference Deployment
⭐
21
A curated list of awesome inference deployment framework of artificial intelligence models.
Onnx Runtime With Tensorrt And Openvino
⭐
21
Docker scripts for building ONNX Runtime with TensorRT and OpenVINO in manylinux environment
Shopper Gaze Monitor Python
⭐
20
Build a solution to analyze customer expressions and reactions to product advertising collateral that is positioned on retail shelves.
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.
Restricted Zone Notifier Python
⭐
19
Secure work areas and send alerts if someone enters the restricted space.
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
Encoder4editing Mobilenetv3
⭐
18
Re-implementation of e4e that use mobilenet-v3 and stylegan2-1024p
Handwritten Japanese Ocr
⭐
17
Handwritten Japanese OCR demo using touch panel to draw the input text using Intel OpenVINO toolkit
Lighttrack_openvino
⭐
17
本仓库基于 Intel OpenVINO Toolkit 部署 LightTrack 跟踪算法,包含 Python、C++ 两种语言的推理代码.
Object Flaw Detector Python
⭐
17
Detect various irregularities of a product as it moves along a conveyor belt.
Sit4onnx
⭐
17
Tools for simple inference testing using TensorRT, CUDA and OpenVINO CPU/GPU and CPU providers. Simple Inference Test for ONNX.
Dedode Onnx Tensorrt
⭐
17
ONNX-compatible DeDoDe 🎶 Detect, Don't Describe - Describe, Don't Detect, for Local Feature Matching. Supports TensorRT 🚀
Realworld Stylegan2 Encoder
⭐
16
Various applications based on Stylegan2 Style mixing that can be inference on cpu.
20220228_intel_deeplearning_day_hitnet_demo
⭐
16
Special Presentation Demo at Intel IoT Planet 2021 DeepLearning Day / インテル IoT プラネット 2021 DeepLearning Dayの特別講演の発表資料 https://www.intel.co.jp/content/www/jp/ja/now/iot-
Amateur_basketball_broadcasting
⭐
14
An AI-based system to enable the broadcasting of amateur basketball with low resources
Openvino_realsense_harvestbot
⭐
12
土炮智能機器手視覺系統,結合Intel OpenVINO NCS, RealSense D435完成採收小蕃茄直交式機器手臂視覺系統概念機。
Openvino_efficientdet
⭐
12
EfficientDet with Intel OpenVINO
Openvino Ncs2 Python Samples
⭐
12
OpenVINO Inference Engine Python API sample code - NCS2
Openvino_open_model_zoo_toolkit
⭐
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
⭐
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.
Workbench_aux
⭐
11
OpenVINO™ Toolkit - Deep Learning Workbench repository Auxuliary Assets
Openvino_practice
⭐
10
Practice git, Travis CI and Intel OpenVINO
Yolo Training Optimization Pose Estimation And Tracking
⭐
10
This repository contains the code for training YOLOv5, YOLOv7, and YOLOv8 models for object detection using Python 3. Optimization of models with OpenVINO and Apache TVM, and tracking with ByteTrack and yolov8-pose.
Openvino Adas
⭐
10
[1 FPS / CPU only] OpenVINO+ADAS+LattePandaAlpha. CPU / GPU / NCS. RealTime semantic-segmentaion. Python3.5+OpenCV3.4.3+PIL
Yolo2openvino
⭐
9
YoloV3, YoloV4, YoloV3-tiny, and YoloV4-tiny conversion to Tensorflow and OpenVINO.
Model_analyzer
⭐
9
Model Analyzer is the Network Statistic Information tool
Openvino Visual Performance Demo
⭐
8
Intel OpenVINO visual performance demo - Supports classification models.
Network Video Recorder
⭐
8
Implement and use Intel® hardware platforms for video decoding, encoding, and optimization using various media stacks.
Brain Tumor Segmentations
⭐
8
Segment brain tumors in raw MRI images by applying the U-Net architecture.
Openvino Ir Utility
⭐
8
Utility tool for Intel(r) OpenVINO(tm) IR models. The tool can display detailed model information, layer information and can check compatibility. The tool also can extract weight data and feature map from the IR model.
Openvino_auto_benchmark
⭐
8
Semi-automated OpenVINO benchmark_app with variable parameters. User can specify multiple options for any parameters in the benchmark_app and the progam runs the benchmark with all combinations of given options.
Tensorflow Yolo
⭐
8
YOLOv3 on TensorFlow Core API and Edge Deployment Using the Intel's Neural Compute Stick Series
Openvino Model Division And Simple Custom Layer
⭐
8
Demonstrates how to divide a DL model into multiple IR model files (division) and introduce a simplest way to implement a custom layer works with OpenVINO IR models.
Keras_to_tf_ncs2
⭐
8
Keras to Tensorflow test for Neural Compute Stick 2
Motor Defect Detector Cpp
⭐
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.
Optimum Openvino
⭐
8
Intel OpenVINO extension for Hugging Face Transformers
Intel Ai Inference Samples
⭐
7
Intel® AI Inference Samples provide example code for deploying optimized inference in Intel platforms.
Openvino_demo_kit
⭐
7
This is a tool that can make you run intel openVINO Demos and samples easily.
Openvino Arm
⭐
7
Prebuilt openvino packages for arm64.
Pyopenvino
⭐
7
Experimental Python implementation of OpenVINO Inference Engine (very slow, limited functionality). All codes are written in Python. Easy to read and modify.
Fall Detection
⭐
6
Computer vision application that detects individual falls
Openseismic
⭐
6
Open Seismic is an open-source toolbox for conducting inference on seismic data. We use OpenVINO while inference.
Openvino Real Time Noise Suppression Demo
⭐
6
Modified version of OpenVINO noise_suppression_demo. This version can handle real-time audio stream from microphone and output to headphone.
Yolo_various_framework
⭐
6
run YOLO (object detection model) on various frameworks
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!
Openvino Auto Thermometer
⭐
5
AI based face recognition with non-contact body temperature measurement system.
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