feat: 初始化香蕉叶病害智能识别系统
基于 ViT 视觉变换器实现香蕉叶片病害分类应用,支持 7 类病害识别。 - app.py: Streamlit 前端应用,包含图片上传、病害识别、置信度图表展示及防治建议 - pyproject.toml: 项目配置,声明 Python 3.14 及依赖(streamlit、transformers、torch、plotly 等) - uv.lock: 依赖版本锁定文件 - Dockerfile: 基于 uv 镜像的容器化部署配置,含健康检查 - justfile: 常用开发任务脚本(run、install、format、check 等) - main.py: 命令行入口 - .doc/: 模型使用说明文档 模型来源: Dmitry43243242/banana-disease-leaf-model (HuggingFace)
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justfile
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# Justfile for banana-disease-leaf 香蕉叶病害智能识别系统
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# Use `just <command>` to run tasks
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# Default task: show available commands
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default:
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just --list
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# Run the Streamlit app
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run:
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uv run streamlit run app.py
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# Install dependencies
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install:
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uv add streamlit ruff plotly numpy torch transformers pillow
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# Format code with ruff
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format:
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uv run ruff format .
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# Check code with ruff
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check:
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uv run ruff check .
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# Run all checks and formatting
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lint:
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just format && just check
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# Clean up cache files
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clean:
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rm -rf __pycache__ .ruff_cache .streamlit_cache
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