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GeekYmm / tensorflow-wxapp

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在微信小程序中运行TensorFlow模型

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tensorflow-wxapp

TensorFlow.js是一个 JavaScript 库,用于在浏览器和 Node.js 上训练和部署机器学习模型。

同样的,现在也可以在微信小程序里使用 TensorFlow 团队提供的插件,运行一些开箱即用的预训练模型。

现在项目中已经引入:实时估计人体姿势(PoseNet)和定位和识别单个图像中的多个对象(Coco SSD)两个模型。

快速开始

  • 首先需要在小程序后台添加TensorFlow.js插件,参考此文档。

  • 在项目根目录下安装项目需要用到的npm包,使用yarn或者npm都可。

yarn install
  • 注意:安装好npm包后一定有在开发者工具里构建npm。可以参考微信官方文档,在小程序中使用npm

  • 修改根目录下的env.js.example文件,把其中的模型地址替换成你的模型地址。

线上版本

微信搜索:TensorFlow机器学习模型。或者扫码:

TensorFlow机器学习模型

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