jeonghyo.k
3946ff6a25
- 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
50 lines
1.3 KiB
Python
50 lines
1.3 KiB
Python
# Copyright (c) OpenMMLab. All rights reserved.
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import warnings
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from mmcv.cnn import MODELS as MMCV_MODELS
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from mmcv.cnn.bricks.registry import ATTENTION as MMCV_ATTENTION
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from mmcv.utils import Registry
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MODELS = Registry('models', parent=MMCV_MODELS)
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ATTENTION = Registry('attention', parent=MMCV_ATTENTION)
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BACKBONES = MODELS
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NECKS = MODELS
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HEADS = MODELS
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LOSSES = MODELS
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SEGMENTORS = MODELS
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def build_backbone(cfg):
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"""Build backbone."""
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return BACKBONES.build(cfg)
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def build_neck(cfg):
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"""Build neck."""
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return NECKS.build(cfg)
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def build_head(cfg):
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"""Build head."""
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return HEADS.build(cfg)
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def build_loss(cfg):
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"""Build loss."""
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return LOSSES.build(cfg)
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def build_segmentor(cfg, train_cfg=None, test_cfg=None):
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"""Build segmentor."""
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if train_cfg is not None or test_cfg is not None:
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warnings.warn(
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'train_cfg and test_cfg is deprecated, '
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'please specify them in model', UserWarning)
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assert cfg.get('train_cfg') is None or train_cfg is None, \
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'train_cfg specified in both outer field and model field '
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assert cfg.get('test_cfg') is None or test_cfg is None, \
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'test_cfg specified in both outer field and model field '
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return SEGMENTORS.build(
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cfg, default_args=dict(train_cfg=train_cfg, test_cfg=test_cfg))
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