• Stars
    star
    4
  • Rank 3,304,323 (Top 66 %)
  • Language
    Python
  • Created over 2 years ago
  • Updated over 2 years ago

Reviews

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

Repository Details

This is a set of test program to visualize the behavior of "AUTO" plugin device switching and auto-batching feature that is newly introduced from OpenVINO 2022.1 version.

More Repositories

1

object-tracking-line-crossing-area-intrusion

Deep learning based object tracking with line crossing and area intrusion detection
Python
143
star
2

floppy_disk_shield_2d

This is a project to retain 2D/2DD floppy disk data as a raw bit-stream data. The project includes both HW and SW.
Python
47
star
3

gaze-estimation-with-laser-sparking

Deep learning based gaze estimation demo with a fun feature :-)
Python
40
star
4

handwritten-japanese-ocr

Handwritten Japanese OCR demo using touch panel to draw the input text using Intel OpenVINO toolkit
Python
36
star
5

person-detect-reidentification

Person or face detection and matching from multiple image inputs using Intel OpenVINO toolkit
Python
34
star
6

interactive-image-inpainting

Deep Learning Based Interactive Image Inpainting Demo
Python
32
star
7

blazepose_openvino

BlazePose model test program for Intel Distribution of OpenVINO toolkit
C++
29
star
8

dbface-on-openvino

Describes how to run DBFace, a real-time, single-shot face detection model on Intel OpenVINO
Jupyter Notebook
28
star
9

openvino-ep-enabled-onnxruntime

Describing How to Enable OpenVINO Execution Provider for ONNX Runtime
C++
18
star
10

human-pose-estimation-2d-demo

Deep learning based human pose estimation demo in Python using Intel OpenVINO toolkit
Python
18
star
11

objectron-3d-object-detection-openvino

Sample implementation of 3D object detection with Intel OpenVINO
Python
15
star
12

openvino-model-division-and-simple-custom-layer

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.
Python
12
star
13

openvino_open_model_zoo_toolkit

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.
Python
11
star
14

openvino-real-time-noise-suppression-demo

Modified version of OpenVINO noise_suppression_demo. This version can handle real-time audio stream from microphone and output to headphone.
Python
11
star
15

openvino-multi-ncs2-throughput-mode

Describing How to Use Throughput Mode to Run Inference Effectively on Multiple NCS2 Devices with Intel (r) OpenVINO toolkit
Python
10
star
16

openvino-segment-anything-interactive-demo

Segment Anything Model (SAM) interactive demo with OpenVINO
Python
10
star
17

openvino-ir-utility

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.
Python
10
star
18

openvino_auto_benchmark

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.
Python
10
star
19

openvino-sound-classification-demo-rt

Real-time version of sound_classification_demo in OpenVINO toolkit. Captures audio from microphone, do classification, and display result on the screen with illustration.
Python
10
star
20

openvino-wrapper

This is a tiny Python class library to wrap and abstract the OpenVINO Inference Engine.
Python
9
star
21

openvino-model-server-wrapper

Python wrapper class for OpenVINO Model Server. User can submit inference request to OVMS with just a few lines of code.
Python
9
star
22

openvino-visual-performance-demo

Intel OpenVINO visual performance demo - Supports classification models.
Python
9
star
23

fdc_bitstream

FDC emulator for 2D MFM floppy bitstream image data
C++
8
star
24

object-detection-with-adaptive-partitioning

Object detection demo with adaptive partitioning to improve the detection rate
Python
8
star
25

openvino-people-detection-sample

OpenVINO Python sample program - Face detection, People detection, Age/gender estimation, Pose estimation
Python
8
star
26

pyopenvino

Experimental Python implementation of OpenVINO Inference Engine (very slow, limited functionality). All codes are written in Python. Easy to read and modify.
Python
7
star
27

openvino-workshop-jp

OpenVINO hands-on workshop contents (Japanese, 日本語版)
Jupyter Notebook
7
star
28

openvino-semantic-segmentation-demos

Semantic segmentation demos - Object extraction and Background swapping
Python
6
star
29

openvino-auto-thermometer

AI based face recognition with non-contact body temperature measurement system.
Python
6
star
30

openvino-onnx-importer-api

Demonstrate how to use ONNX importer API in Intel OpenVINO toolkit. This API allows user to load an ONNX model and run inference with OpenVINO Inference Engine.
C++
6
star
31

openvino-llm-minimal-code

Most simple and minimal code to run an LLM chatbot from HuggingFace hub with OpenVINO
Python
5
star
32

coordinates-checker

A tool to check the coordinate of points in an picture. You can know the (X,Y) coordination of the points by mouse operation. The tool provides magnify feature for easy point pick up.
Python
5
star
33

pseudo-stereo-picture

Deep learning based pseudo stereo image generation demo using Intel(r) Distribution of OpenVINO(tm) toolkit
Python
5
star
34

devcloud-workshop-en

Hands-on workshop contents to learn about Intel DevCloud for the Edge
Jupyter Notebook
5
star
35

devcloud-workshop-jp

Intel DevCloud for the Edge hands-on workshop contents (Japanese, 日本語版)
Jupyter Notebook
5
star
36

openvino-docker-ssh

Dockerfile to enable ssh and X11 redirect for developer convenience. You can start OpenVINO development in 5min.
Dockerfile
4
star
37

csm_voice_encode_synthesis_python

Expermental code for CSM voice synthesis + CSM data generation
Jupyter Notebook
4
star
38

openvino-chatbot-rag-pdf

LLM Chatbot-RAG by OpenVINO. The chatbot can read a PDF file and answer to the related questions.
Python
4
star
39

python-cpp-extension-sample-code

Sample code of Python C++ extension module. Demonstrates how to deal with Numpy objects in C++ codes. Also, OpenCV Mat and Numpy interaction code example is included.
C++
4
star
40

camera-calibration-for-openvino-demos

Utility program to generate camera calibration data for OpenVINO sample programs (human_pose_estimation_3d_demo)
Python
4
star
41

simple-annotation-toolkit

The most simple ROI annotation toolkit for object detection task
Python
3
star
42

openvino-llm-chatbot-rag

LLM chatbot example using OpenVINO with RAG (Retrieval Augmented Generation).
Python
3
star
43

openvino-multi-camera-position-estimation-demo

Using multiple cameras to estimate the people's position. Works with OpenVINO toolkit.
Python
3
star
44

openvino-model-experiment-package

Utility functions to help analyzing the inference result of the OpenVINO models
Jupyter Notebook
3
star
45

xm7-related-tools

Tools for XM7, an emulator for Fujitsu FM-7 series 8bit computers.
C++
2
star
46

M3U8-playlist-organizer

A simple Python script to sort M3U8 format playlist entries and remove duplicates
Python
2
star
47

csm_voice_synthesis_ym2203_python

An experimental code of CSM (composite sinusoidal modeling) voice synthesis with Python
Jupyter Notebook
2
star
48

openvino_japanese_chatbot_youri-7b-chat

WebUI LLM Japanese chatbot demo using Intel OpenVINO toolkit. This program uses rinna/youri-7b-chat model developed by Rinna Co.,Ltd..
Jupyter Notebook
2
star
49

openvino-workshop-en

Hands-on workshop contents to learn Intel distribution of OpenVINO toolkit - a deep learning inferencing library
Jupyter Notebook
2
star
50

openvino_genai_sample_codes

OpenVINO.genai sample codes with a helper class that supports vLLM-like iterator-based streaming output.
Python
2
star
51

MTB_practice_video_recorder

Playback video from webCam or a movie file, keeps frames of the latest 10min, and allow you to watch your desired point with several playback options/modes.
Python
1
star
52

openvino-gna-example-with-mnist

Sample code to demonstrate how to use GNA unit in Intel CPUs for inferencing.
Python
1
star
53

openvino-custom-layer-development-guide

OpenVINO Custom Layer Development Guide
1
star
54

python-dpcpp-extension-sample-code

Python extension sample code using Intel oneAPI DPC++. The extension does a simple image processing using DPC++ kernel.
C++
1
star
55

face-feature-visualization

This program demonstrates how to plot face feature vectors on a 2-D chart using t-SNE method to compress dimension of the vectors
Python
1
star