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huolongshe
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2 weeks ago | |
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| app | 2 weeks ago | |
| demo_data | 2 weeks ago | |
| docs | 2 weeks ago | |
| .gitignore | 2 weeks ago | |
| Dockerfile | 2 weeks ago | |
| LICENSE | 2 weeks ago | |
| README.md | 2 weeks ago | |
| application.yml | 2 weeks ago | |
| build-docker.sh | 2 weeks ago | |
| pack_model.py | 2 weeks ago | |
| pip-install-reqs.sh | 2 weeks ago | |
| requirements.txt | 2 weeks ago | |
| run_model_server.py | 2 weeks ago | |
README.md
RSNA肺炎检测(yolov8n)
基于YOLOv8n训练的RSNA肺炎检测模型。
模型来源：
https://www.kaggle.com/code/cubeai/rsna-pneumonia-detection-with-yolov8
模型应用开发和部署
模型服务化
本模型基于 ServiceBoot微服务引擎 进行服务化封装，参见： 《CubeAI模型开发指南》
直接源代码运行
$ sh pip-install-reqs.sh
$ serviceboot start
或
$ python3 run_model_server.py
本地容器化部署
一键式本地容器化部署和运行，参见： 《CubeAI模型独立部署指南》 或 CubeAI Docker Builder
云原生网络部署
本模型服务可一键发布至 CubeAI智立方平台 进行共享和部署，参见： 《CubeAI模型发布指南》
更多CubeAI模型服务，参见： 《CubeAI服务原生模型示范库》
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Python Shell Text Dockerfile
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