메타버스 라이프로깅 SNS '우리가족섬' |
AI Album (LLaVA v1.5 (13B)/GPT-4-Vision/Langchain), Chatbot (OpenChat(7B)/GPT-4-1106-Preview/Langchain/LlamaIndex), Model Serving (Flask/Fastapi) |
![Team](https://camo.githubusercontent.com/0f7cf460b090bd15ee9f4d92d546cbdf4fe8dad821b00cfc6af5ab336aa33daa/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f5465616d2d726564) |
23. 10. 04 ~ 23. 12. 12 |
👉 Repo, Blog |
데스크 워커를 위한 자세 교정 서비스 '척추의 요정' |
Pose Estimation (MediaPipe), Chatbot (GPT 3.5 Turbo/LangChain), Character Animation (Animated Drawings), Social Data Analysis (LDA), Model Serving(Flask) |
![Team](https://camo.githubusercontent.com/0f7cf460b090bd15ee9f4d92d546cbdf4fe8dad821b00cfc6af5ab336aa33daa/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f5465616d2d726564) |
23. 09. 04 ~ 23. 09. 27 |
👉 Repo, Blog |
국악기 교육 플랫폼 '소리로 듣는 한국' |
Chatbot(GPT 3.5 Turbo/Langchain), Model Serving(Flask/FastAPI) |
![Team](https://camo.githubusercontent.com/0f7cf460b090bd15ee9f4d92d546cbdf4fe8dad821b00cfc6af5ab336aa33daa/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f5465616d2d726564) |
23. 08. 30 ~ 23. 09. 01 |
👉 Repo, Blog |
불법 현수막 탐지 프로젝트 |
Object Detection (yolov8), OCR (Naver Clova OCR/PaddleOCR), Text Classification (ChatGPT), Model Serving(Flask) |
![Team](https://camo.githubusercontent.com/0f7cf460b090bd15ee9f4d92d546cbdf4fe8dad821b00cfc6af5ab336aa33daa/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f5465616d2d726564) |
23. 08. 01 ~ 23. 08. 31 |
👉 Repo, Blog |
실시간 얼굴 인식을 통한 맞춤형 광고 프로젝트 |
Face Recognition (MediaPipe/FaceNet), CNN Transfer Learning (VGG16, ResNet50, DenseNet121, EfficientNetB0) |
![Team](https://camo.githubusercontent.com/0f7cf460b090bd15ee9f4d92d546cbdf4fe8dad821b00cfc6af5ab336aa33daa/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f5465616d2d726564) |
23. 07. 17 ~ 23. 07. 21 |
👉 Repo, Blog |
기상 상황에 따른 도로 노면 분류 프로젝트 |
CNN Transfer Learning (AlexNet, VGG16, ResNet50) |
![Solo](https://camo.githubusercontent.com/2abe5f528febb3e922bd0dad731224ba0c0d3fd3dcdffa0f77ec0c797a8b8186/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f536f6c6f2d626c7565) |
23. 07. 04 ~ 23. 07. 06 |
👉 Repo, Blog |
수입 중고차 가격 예측 프로젝트 |
ML (XGB/LGBM/RandomForest/Lasso/LinearRegression), AutoML (Optuna/AutoGluon/Pycaret) |
![Team](https://camo.githubusercontent.com/0f7cf460b090bd15ee9f4d92d546cbdf4fe8dad821b00cfc6af5ab336aa33daa/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f5465616d2d726564) |
23. 06. 13 ~ 23. 06. 21 |
👉 Repo, Blog |
챗봇 기반 스마트 도서관 통합 서비스 프로젝트 |
Intent Classification (CNN), Text Embedding (BERT-Roberta), Tokenizer(Komoran) |
![Team](https://camo.githubusercontent.com/0f7cf460b090bd15ee9f4d92d546cbdf4fe8dad821b00cfc6af5ab336aa33daa/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f5465616d2d726564) |
23. 03. 04 ~ 23. 04. 07 |
👉 Repo, Blog |
자연어 처리 연애 상담 챗봇 프로젝트 |
Intent Classification (Cosine Simularity), Tokenizer(Komoran), Text Embedding(Sentence-Transformers) |
![Team](https://camo.githubusercontent.com/0f7cf460b090bd15ee9f4d92d546cbdf4fe8dad821b00cfc6af5ab336aa33daa/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f5465616d2d726564) |
23. 02. 07 ~ 23. 02. 10 |
👉 Blog |
딥러닝 안면 인식 출석 시스템 프로젝트 |
Object Detection (Yolov5), Image Classification (CNN/DNN) |
![Team](https://camo.githubusercontent.com/0f7cf460b090bd15ee9f4d92d546cbdf4fe8dad821b00cfc6af5ab336aa33daa/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f5465616d2d726564) |
22. 12. 19 ~ 22. 12. 27 |
👉 Blog |
해커톤 이미지/사운드 매칭 프로젝트 |
ML(XGB/LGBM/RandomForest), Image Classification(CNN) |
![Team](https://camo.githubusercontent.com/0f7cf460b090bd15ee9f4d92d546cbdf4fe8dad821b00cfc6af5ab336aa33daa/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f5465616d2d726564) |
22. 12. 15 ~ 22. 12. 22 |
👉 Blog |
머신러닝 성별 분류 프로젝트 |
ML(XGB/LGBM/RandomForest), Hyperparameter Tunning(GridSearchCV), R |
![Team](https://camo.githubusercontent.com/0f7cf460b090bd15ee9f4d92d546cbdf4fe8dad821b00cfc6af5ab336aa33daa/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f5465616d2d726564) |
22. 11. 28 ~ 22. 12. 07 |
👉 Blog |
데이터 사이언스 Worldcup 승부예측 프로젝트 |
Data Analysis(Pandas), Data Visualization(Seaborn/Matplolib/Folium) |
![Team](https://camo.githubusercontent.com/0f7cf460b090bd15ee9f4d92d546cbdf4fe8dad821b00cfc6af5ab336aa33daa/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f5465616d2d726564) |
22. 11. 16 ~ 22. 11. 22 |
👉 Blog |
새싹 커뮤니티 웹 프로젝트 |
Web Application(Spring Boot), Database(MariaDB) |
![Solo](https://camo.githubusercontent.com/2abe5f528febb3e922bd0dad731224ba0c0d3fd3dcdffa0f77ec0c797a8b8186/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f536f6c6f2d626c7565) |
22. 10. 17 ~ 22. 10. 28 |
👉 Blog |