first commit

.gitignore

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+.venv/

.idea/.gitignore

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+# Default ignored files
+/shelf/
+/workspace.xml
+# Editor-based HTTP Client requests
+/httpRequests/
+# Datasource local storage ignored files
+/dataSources/
+/dataSources.local.xml

.idea/checkHand.iml

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+<?xml version="1.0" encoding="UTF-8"?>
+<module type="PYTHON_MODULE" version="4">
+  <component name="NewModuleRootManager">
+    <content url="file://$MODULE_DIR$" />
+    <orderEntry type="jdk" jdkName="Python 3.10 (checkHand)" jdkType="Python SDK" />
+    <orderEntry type="sourceFolder" forTests="false" />
+  </component>
+  <component name="PyDocumentationSettings">
+    <option name="format" value="PLAIN" />
+    <option name="myDocStringFormat" value="Plain" />
+  </component>
+</module>

.idea/inspectionProfiles/Project_Default.xml

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+<component name="InspectionProjectProfileManager">
+  <profile version="1.0">
+    <option name="myName" value="Project Default" />
+    <inspection_tool class="DuplicatedCode" enabled="false" level="WEAK WARNING" enabled_by_default="false" />
+    <inspection_tool class="PyPackageRequirementsInspection" enabled="true" level="WARNING" enabled_by_default="true">
+      <option name="ignoredPackages">
+        <value>
+          <list size="5">
+            <item index="0" class="java.lang.String" itemvalue="rumps" />
+            <item index="1" class="java.lang.String" itemvalue="PyInstaller" />
+            <item index="2" class="java.lang.String" itemvalue="py2app" />
+            <item index="3" class="java.lang.String" itemvalue="pyobjc-framework-Quartz" />
+            <item index="4" class="java.lang.String" itemvalue="PySide2" />
+          </list>
+        </value>
+      </option>
+    </inspection_tool>
+    <inspection_tool class="PyPep8Inspection" enabled="true" level="WEAK WARNING" enabled_by_default="true">
+      <option name="ignoredErrors">
+        <list>
+          <option value="E301" />
+          <option value="E303" />
+          <option value="E501" />
+          <option value="E302" />
+        </list>
+      </option>
+    </inspection_tool>
+    <inspection_tool class="PyPep8NamingInspection" enabled="false" level="WEAK WARNING" enabled_by_default="false" />
+    <inspection_tool class="ShellCheck" enabled="true" level="ERROR" enabled_by_default="true">
+      <shellcheck_settings value="SC2086" />
+    </inspection_tool>
+  </profile>
+</component>

.idea/inspectionProfiles/profiles_settings.xml

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+<component name="InspectionProjectProfileManager">
+  <settings>
+    <option name="USE_PROJECT_PROFILE" value="false" />
+    <version value="1.0" />
+  </settings>
+</component>

.idea/misc.xml

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+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="ProjectRootManager" version="2" project-jdk-name="Python 3.10 (checkHand)" project-jdk-type="Python SDK" />
+</project>

.idea/modules.xml

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+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="ProjectModuleManager">
+    <modules>
+      <module fileurl="file://$PROJECT_DIR$/.idea/checkHand.iml" filepath="$PROJECT_DIR$/.idea/checkHand.iml" />
+    </modules>
+  </component>
+</project>

Dockerfile

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+FROM ai-modelscope:v1.0
+WORKDIR /code
+COPY . /code
+
+# 运行网站
+CMD ["uvicorn", "main:app", "--proxy-headers","--host", "0.0.0.0", "--port", "9741"]

Dockerfile_base

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+# 基本镜像，为个人ai项目提供运行环境
+
+FROM python:3.10
+COPY ./requirements.txt /requirements.txt
+
+# 换源为清华大学
+RUN sed -i s@deb.debian.org@mirrors.tuna.tsinghua.edu.cn@g /etc/apt/sources.list.d/debian.sources
+
+# 解决python 库 cv2报错  libGL.so.1: cannot open shared object file: No such file or directory
+RUN apt-get clean && apt-get update && apt-get install -y libgl1
+
+# 更换pip下载地址为阿里云镜像源
+RUN pip config set global.index-url http://mirrors.aliyun.com/pypi/simple/
+RUN pip config set install.trusted-host mirrors.aliyun.com
+
+# 从 requirements.txt 安装 python依赖
+RUN pip install --no-cache-dir -r /requirements.txt
+
+CMD ["/bin/bash"]

README.md

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+# ai 手势识别接口
+
+基于 modelscope + fastapi
+
+接口地址：http://127.0.0.1:9741/ai/check_hand
+参数：url  图片地址
+
+案例：http://127.0.0.1:9741/ai/check_hand?url=http://bj-mc-prod-asset.oss-cn-beijing.aliyuncs.com/wiki-pic/Gesture13.jpg

ai/__init__.py

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+from .checkHandStatic import *

ai/checkHandStatic.py

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+from modelscope.pipelines import pipeline
+from modelscope.utils.constant import Tasks
+
+class checkHandStatic:
+    modelName: str = 'damo/cv_mobileface_hand-static'
+
+    def check(self, url):
+        hand_static = pipeline(
+            task=Tasks.hand_static,
+            model=self.modelName
+        )
+        return hand_static(url)

main.py

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+from fastapi import FastAPI
+from ai.checkHandStatic import checkHandStatic
+app = FastAPI()
+
+# http://0.0.0.0:9741/ai/check_hand?url=http://bj-mc-prod-asset.oss-cn-beijing.aliyuncs.com/wiki-pic/Gesture13.jpg
+@app.get("/ai/check_hand")
+async def checkHand(url: str = ''):
+    hand = checkHandStatic()
+    return hand.check(url)

requirements.txt

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+fastapi==0.113.0
+pydantic==2.8.0
+uvicorn==0.27.1
+
+modelscope==1.12.0
+torch==2.2.0
+numpy==1.26.4
+torch==2.2.0
+opencv-python==4.9.0.80
+torchvision

笔记.txt

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+启动命令：uvicorn main:app --reload --host '0.0.0.0' --port 9741
+
+
+打包镜像：docker build -t ai_check_hand .
+打包镜像：docker build -t ai-modelscope:v1.0 .
+
+docker tag ai-modelscope:v1.0 bmy/ai-modelscope:v1.0
+
+运行镜像：docker run -d --name ai_check_hand -p 9741:9741 ai_check_hand
+运行镜像：docker run -d --name ai_check_hand -p 9741:9741 ai-hand-project