Discover yas-sim/openvino-workshop-jp Open Source project

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

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floppy_disk_shield_2d

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

gaze-estimation-with-laser-sparking

Handwritten Japanese OCR demo using touch panel to draw the input text using Intel OpenVINO toolkit

handwritten-japanese-ocr

Person or face detection and matching from multiple image inputs using Intel OpenVINO toolkit

person-detect-reidentification

Deep Learning Based Interactive Image Inpainting Demo

interactive-image-inpainting

BlazePose model test program for Intel Distribution of OpenVINO toolkit

blazepose_openvino

Describes how to run DBFace, a real-time, single-shot face detection model on Intel OpenVINO

dbface-on-openvino

Describing How to Enable OpenVINO Execution Provider for ONNX Runtime

openvino-ep-enabled-onnxruntime

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

human-pose-estimation-2d-demo

Sample implementation of 3D object detection with Intel OpenVINO

objectron-3d-object-detection-openvino

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.

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

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.

openvino_open_model_zoo_toolkit

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

openvino-real-time-noise-suppression-demo

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

openvino-multi-ncs2-throughput-mode

Segment Anything Model (SAM) interactive demo with OpenVINO

openvino-segment-anything-interactive-demo

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-ir-utility

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.

openvino_auto_benchmark

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

openvino-sound-classification-demo-rt

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

openvino-wrapper

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

openvino-model-server-wrapper

Intel OpenVINO visual performance demo - Supports classification models.

openvino-visual-performance-demo

FDC emulator for 2D MFM floppy bitstream image data

fdc_bitstream

Object detection demo with adaptive partitioning to improve the detection rate

object-detection-with-adaptive-partitioning

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

openvino-people-detection-sample

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

pyopenvino

Semantic segmentation demos - Object extraction and Background swapping

openvino-semantic-segmentation-demos

AI based face recognition with non-contact body temperature measurement system.

openvino-auto-thermometer

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.

openvino-onnx-importer-api

Most simple and minimal code to run an LLM chatbot from HuggingFace hub with OpenVINO

openvino-llm-minimal-code

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.

coordinates-checker

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

pseudo-stereo-picture

Hands-on workshop contents to learn about Intel DevCloud for the Edge

devcloud-workshop-en

Intel DevCloud for the Edge hands-on workshop contents (Japanese, 日本語版)

devcloud-workshop-jp

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

openvino-docker-ssh

Dockerfile

csm_voice_encode_synthesis_python

Expermental code for CSM voice synthesis + CSM data generation

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

openvino-chatbot-rag-pdf

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.

python-cpp-extension-sample-code

Utility program to generate camera calibration data for OpenVINO sample programs (human_pose_estimation_3d_demo)

camera-calibration-for-openvino-demos

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.

openvino-auto-feature-visualization

The most simple ROI annotation toolkit for object detection task

simple-annotation-toolkit

LLM chatbot example using OpenVINO with RAG (Retrieval Augmented Generation).

openvino-llm-chatbot-rag

Using multiple cameras to estimate the people's position. Works with OpenVINO toolkit.

openvino-multi-camera-position-estimation-demo

Utility functions to help analyzing the inference result of the OpenVINO models

openvino-model-experiment-package

Tools for XM7, an emulator for Fujitsu FM-7 series 8bit computers.

xm7-related-tools

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

M3U8-playlist-organizer

An experimental code of CSM (composite sinusoidal modeling) voice synthesis with Python

csm_voice_synthesis_ym2203_python

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

openvino_japanese_chatbot_youri-7b-chat

Hands-on workshop contents to learn Intel distribution of OpenVINO toolkit - a deep learning inferencing library

openvino-workshop-en

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

openvino_genai_sample_codes

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.

MTB_practice_video_recorder

Sample code to demonstrate how to use GNA unit in Intel CPUs for inferencing.

openvino-gna-example-with-mnist

OpenVINO Custom Layer Development Guide

openvino-custom-layer-development-guide

python-dpcpp-extension-sample-code

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

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

face-feature-visualization