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Welcome to DongHwan Shin's Repositories!! 🤘

I'm a AI Engineer.

  • Career

    • Google machine learning bootcamp 2022(3th) (2022.06.22 ~ 2022.09.15)
    • Worked at SOFTonNET, Korea. (2017.09 ~ 2022.07)
    • Worked at irise, Korea. (2016.12 ~ 2017.05)
    • Worked as an intern at b2en, Korea. (2016.09 ~ 2016.12)
    • Received the B.S. degrees in Computer Software, Korea Aerospace University. (2008.03 ~ 2017.02)
  • Project

    • Surveillance CCTV System( Intrusion, Loitering, Abandonment, Falldown, Violence, FireDetection, Marketing(PeopleCounting, Queueing) )
      • Got all certifications about the civilian area at KISA
    • X-Ray demo(Airport)
    • SmartHome
    • Vessel Anchorage Monitoring
    • Airport Apron Action Monitoring at KAC(POC)
    • Mask Recognition for covid-19
    • Face Recognition(Verification)
    • X-Ray(Security) improve accuracy(81->93)
  • Interest

    • Object Detection
    • Tracking
    • Human Pose Estimation
    • Image Classification
  • How to reach me: Linkedin Badge Facebook Badge Gmail Badge

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Shin Donghwan(신동환)'s Projects

algorithm icon algorithm

This is a auto push repository for Baekjoon Online Judge created with [BaekjoonHub](https://github.com/BaekjoonHub/BaekjoonHub).

awesome-yolo icon awesome-yolo

🔥🔥🔥 A collection of some awesome open-source YOLO series object detection projects.

bytetrack icon bytetrack

ByteTrack: Multi-Object Tracking by Associating Every Detection Box

coco-annotator icon coco-annotator

:pencil2: Web-based image segmentation tool for object detection, localization and keypoints

complex-yolov4-pytorch icon complex-yolov4-pytorch

The PyTorch Implementation based on YOLOv4 of the paper: "Complex-YOLO: Real-time 3D Object Detection on Point Clouds"

cs231n_17_kor_sub icon cs231n_17_kor_sub

CS231N 2017 video subtitles translation project for Korean Computer Science students

deepface icon deepface

A Lightweight Deep Face Recognition and Facial Attribute Analysis (Age, Gender, Emotion and Race) Framework for Python

dev-event icon dev-event

🎉🎈 개발자 {웨비나, 컨퍼런스, 해커톤} 행사를 알려드립니다. [with 남송리 삼번지]

face-data-tools icon face-data-tools

I have worked with face recognition for a long time. When I try to apply the model from GitHub on my own datasets, I have to deal with these custom datasets. In this project I put some frequently used scripts to make your custom datasets organized as public datasets such as LFW.

fairmot icon fairmot

[IJCV-2021] FairMOT: On the Fairness of Detection and Re-Identification in Multi-Object Tracking

getting-things-done-with-pytorch icon getting-things-done-with-pytorch

Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BERT.

github-stats-transparent icon github-stats-transparent

Automatically generate summary GitHub statistics images for your profile using Actions, no server required

labelimg icon labelimg

:metal: LabelImg is a graphical image annotation tool and label object bounding boxes in images

labelme icon labelme

Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).

openseeface icon openseeface

Robust realtime face and facial landmark tracking on CPU with Unity integration

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