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)
This commit is contained in:
zhenghu
2026-04-15 11:25:57 +08:00
parent f939f415a9
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[project]
name = "banana-disease-leaf"
version = "0.1.0"
description = "香蕉叶病害智能识别系统 - 基于 ViT 视觉变换器的香蕉叶片病害分类应用"
readme = "README.md"
requires-python = ">=3.14"
dependencies = [
"numpy>=2.3.5",
"plotly>=6.5.0",
"ruff>=0.14.8",
"streamlit==1.52.1",
"torch>=2.7.0",
"transformers>=4.52.0",
"pillow>=11.2.0",
]
[[tool.uv.index]]
url = "https://mirrors.aliyun.com/pypi/simple"
default = true