jeonghyo.k 3946ff6a25 feat(prediction): 이미지 분석 서버 Docker 패키징 + DB 코드 제거

- prediction/image/ FastAPI 서버 Docker 환경 구성
  - Dockerfile: PyTorch 2.1 + CUDA 12.1 기반 GPU 이미지
  - docker-compose.yml: GPU 할당 + 데이터 볼륨 마운트
  - requirements.txt: 서버 의존성 목록
  - .env.example: 환경변수 템플릿
  - DOCKER_USAGE.md: 빌드/실행/API 사용법 문서
  - Dockerfile에 .dockerignore 제외 폴더 mkdir -p 추가
- .gitignore: prediction/image 결과물 및 모델 가중치(.pth) 제외 추가
- dbInsert_csv.py, dbInsert_shp.py 삭제 (미사용 DB 로직)
- api.py: dbInsert import 및 주석 처리된 DB 호출 코드 제거
- aerialRouter.ts: req.params 타입 오류 수정

2026-03-10 18:37:36 +09:00

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Contributing to mmsegmentation

All kinds of contributions are welcome, including but not limited to the following.

Fixes (typo, bugs)
New features and components

Workflow

fork and pull the latest mmsegmentation
checkout a new branch (do not use master branch for PRs)
commit your changes
create a PR

:::{note}

If you plan to add some new features that involve large changes, it is encouraged to open an issue for discussion first.
If you are the author of some papers and would like to include your method to mmsegmentation, please contact Kai Chen (chenkaidev[at]gmail[dot]com). We will much appreciate your contribution. :::

Code style

Python

We adopt PEP8 as the preferred code style.

We use the following tools for linting and formatting:

flake8: linter
yapf: formatter
isort: sort imports

Style configurations of yapf and isort can be found in setup.cfg and .isort.cfg.

We use pre-commit hook that checks and formats for flake8, yapf, isort, trailing whitespaces, fixes end-of-files, sorts requirments.txt automatically on every commit. The config for a pre-commit hook is stored in .pre-commit-config.

After you clone the repository, you will need to install initialize pre-commit hook.

pip install -U pre-commit

From the repository folder

pre-commit install

After this on every commit check code linters and formatter will be enforced.

Before you create a PR, make sure that your code lints and is formatted by yapf.

C++ and CUDA

We follow the Google C++ Style Guide.

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