anima0729,Donghwa Kang,github

👋 Hi, there.

😄 I'm interested in

Machine Learning & Deep Learing (TensorFlow & Pytorch)
Multi Object Tracking & Anomaly Detection
Real Time System
Spiking Neural Network

✒️ Now I'm learning

To Use Language : Python, Java, C++, ...
To Use Library : TensorFlow, Pytorch, ...
To Use Device(OS) : PC(Linux, Windows), Xavier(Linux, ROS), ...

💻 Project

Android Studio Petmily Fin.
Android Studio Mappy Fin.

🚩 Competition

INU 인천대학교 SmartLivingLab Hackathon 1st
INU 인천대학교 자율주행자동차 소프트웨어 경진대회 INU-ADSC 은상
Kaggle Body Morphometry: Kidney and Tumor 3rd
SAM 서울대병원 SAM 아토피중증도 경진대회 1st
SAM 서울대병원 SAM 욕창 경진대회 3rd
DiSolution 부산광역시 인공지능 학습용 데이터 해커톤 대회 1st
Dacon 구내식당 식수 인원 예측 AI 경진대회 8/481 (Top 1.6%)
Dacon 2021 교통 수(手)신호 동작 인식 AI 경진대회 6/228 (Top 2.6%)

📄 Publication

KCI Real-Time Multi-Object Tracking using Mixture of SORT and DeepSORT, 한국정보기술학회(KIIT)
SCIE Partitioned Real-Time Scheduling for Preventing Information Leakage, IEEE Access
KCC Multi-object tracking trend in real-time embedded environment, 한국정보과학회(KIISE)
RTSS RT-MOT: Confidence-Aware Real-Time Scheduling Framework for Multi-Object Tracking Tasks, IEEE RTSS 2022
BigData A 2-Stage Model for Vehicle Class and Orientation Detection with Photo-Realistic Image Generation, IEEE BigData Workshop 2022
SAC MOT-AS: Real-Time Scheduling Framework for Multi-Object Tracking Capturing Accuracy and Stability, ACM SAC 2024
SAC Prior-Based Enhanced ASD-POCS for Artifact Suppression and Structural Preservation in Sparse-View CBCT, ACM SAC 2024

Donghwa Kang's Projects

anima0729

:wave: Hi, Introduce myself :)

dacon

:triangular_flag_on_post: Upload Competition Code & Explanation

doitmakeapplication

:iphone: Make a Android Application Project

inu-smartlivinglabhakathon

:computer: Incheon National University SmartLivingLab Hackathon Image Processing 1st Prize AI Model

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anima0729 Goto Github PK