Code Monkey home page Code Monkey logo

deep_learning_object_detection's Introduction

LIU Junyu

Email | Google Scholar

I am a researcher in Toshiba R&D center. My goal is to improve the efficiency and reduce the cost by propose and implement data analysis solutions to practical problems in the manufacturing and infrastructure environment. I am also very passionate about medical informatics and hope that my research will help to achieve more accurate, efficient and cost-effective diagnosis and decision making.

Experience

Customer engineer

Scale AI - Tokyo, Japan 11, 2023 - Present

  • provide technical support for local customer in Japanese
  • solutions for optimizing platform tools

Researcher

Toshiba - Kanagawa, Japan
4, 2022 - 10, 2023

  • Focus on the practical problems in the manufacturing and infrastructure environment.
  • Deploying and adjusting SOTA models on consignment projects.

Algorithm engineer

Hikvision - Hangzhou, China
4, 2019 - 9, 2019

  • I proposed an algorithm for active learning. Results were presented at a conference.
  • I implemented the then-current deep learning model CornerNet and tested it on the company's product development dataset.

Algorithm engineer

HY Medical Tech - Beijing, China
4, 2018 - 7, 2018

  • I participated in the development of an automated medical examination platform.
  • Two papers were published according to my algorithm.

Education

PhD candidate, Medical Science

Kyoto University - Kyoto, Japan
4, 2023 - 9, 2025

PhD candidate (quit), Computer Science

Kyoto University - Kyoto, Japan
10, 2019 - 4, 2022

Master, Electrical Engineering

Harbin Institute of Technology - Harbin, China
9, 2017 - 7, 2019

Bachelor, Electrical Engineering

Harbin Institute of Technology - Harbin, China
9, 2013 - 7, 2017

Skills

  • Programming Language:python, C++, Javascript
  • Data analytics: SQL, pyTorch, scikit-learn, pandas, numpy
  • Theories: machine learning, deep learning, image processing, NLP

Projects

Public opinion analyses on Covid-19 vaccine

12, 2021 - 5, 2022

  • Code of "Fear of Infection and Sufficient Vaccine Reservation Information Might Drive Rapid Coronavirus Disease 2019 Vaccination in Japan: Evidence from Twitter Analysis"
  • Link to the project repository

Fingerprint orientation field analysis

4, 2017 - 4, 2018

Languages

  • English (business level)
  • Japanese (business level)
  • Chinese (native)

Interests

  • Time series
  • Medical informatics
  • Semi-supervised learning

deep_learning_object_detection's People

Watchers

 avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.