Profile
Name : HEO KWON
E-mail : [email protected]
Graduation : Kangwon National University
Major : Vehicle-Engineering
Award :
- Participation Award in 2017 KNU Capstone Design
- kaggle competition HuBMAP + HPA - Hacking the Human Body Bronze Medal
Study : alpaco 2nd Deep-Learning BootCamp [ Big Data, ML, DL ]
π« It's my Portfolio
Skills
Languages
Tool-Box
-
Tensorflow, Pytorch, Fast-Ai, HuggingFace, Sentence-Transformers, Scikit-learn, Gensim
OpenCV, Pillow, NumPy, Pandas, Matplotlib, Seaborn, BeautifulSoup -
MMDetection, MMSegmentation, Weights and Biases
Team Project - CODEnter
| Project | Date | Project-Theme | Skill | Link |
|---|---|---|---|---|
| Kaggle Competition(CV) | 2022.08-2022.09 | HuBMAP + HPA - Hacking The Human Body | Semantic Segmentation, Pytorch, Weights & Bias, AWS, Augmentation, Data Handling | Training, Data Handling |
| Car Damage Detection(CV) | 2022.07-2022.08 | Detecting broken parts of vehicle | Semantic Segmentation, Pytorch, Augmentation | Main, Training, Data Handling |
| Musinsa(NLP) | 2022.06-2022.07 | Predicting Star-Rate Using Review | [DL]Modeling, Data Augmentation | Main |
| Musinsa(NLP) | 2022.06-2022.07 | Recommending Items | ML, TF-IDF, Logistic Regression | Main |
Mini Team Project
| Project | Date | Project-Theme | Skill | Link |
|---|---|---|---|---|
| Distinguish Click-bait(NLP) | 2022.05 | Compare Headline with Text summary and distinguish Click-bait | Hugging Face(transformers), Refine dataset, DataFrame Handling | Main |
| Diet Service(CV) | 2022.05 | Provide information about food | Objectg Detective, Data Handling | Main |
| Dog Classificatoin(CV) | 2022.04 | Classification of Dog Image | Image Classification, Data Preprocessing, Modeling | Main |
| TextMining withML(NLP) | 2022.04 | Analysis about Russia-Ukraine war | TF-IDF, Sentiment Analysis, Word Cloud, LDA, Logistic Regression | Main |
Other Project
- Survey Analysis with TextMining and Visualizing
- Python Algorithm and Coding Study
- OCR_Vehicle-registration-plate
Currently
- μμ°μνμμκ²μΆ νλ‘μ νΈ 2023.02 ~
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent