TensorFlow.js是一个基于deeplearn.js构建的强大而灵活的Javascript机器学习库,它可直接在浏览器上创建深度学习模块。使用它可以在浏览器上创建CNN(卷积神经网络)、RNN(循环神经网络)等等,且可以使用终端的GPU处理能力训练这些模型。接下来我们将学习如何建立一个简单的“可学习机器”——基于 TensorFlow.j
TensorFlow demoSmall Hello World calculation on the TensorFlow backend, arranging simple operations into a graph and running it on a session. Like other TensorFlow clients (e. g. for Python), this example is built on top of the TensorFlow C API, showing how a TensorFlow client in Kotlin/Nati...
有了对 TensorFlow.js 的基本理解,接着再来看看使用高级的神经网络层 API 的 JavaScript 例子: <!-- 从CDN加载TensorFlow.js的核心js文件 --> <!-- Place your code in the script tag below. You can also use an external .js file --> // 使用TensorFlow.js的sequential API来定义神经网络,...
(未经同意请勿转载)(本文翻译自:https://towardsdatascience.com/deep-learning-in-your-browse-a-brisk-guide-ca06c2198846)TensorFlow.js是一个新的深度学习库,它可以在您的浏览器中正常运行。 作为机器学习和Javascript爱好… 阅读全文 赞同 9 ...
fix import path in kernel_names (#3653) 5年前 yarn.lock webgpu: fix: conditionally call deprecated GPUAdapter.requestAdapterInfo (#8392) 8个月前 README Apache-2.0 TensorFlow.js TensorFlow.js is an open-source hardware-accelerated JavaScript library for training and deploying machine learning mode...
TensorFlow.js 是一个JavaScript库,可以在浏览器中运行,也可以通过服务器上的Node.js.运行。但是,在本文中,我们着眼的范围仅在于浏览器中的应用程序。TensorFlow.js的界面完全基于TensorFlow的高级API Keras。Keras代码通常只能和TensorFlow.js代码区分开,大多数差异是因为在Python和JavaScript配置参数中语言结构不同而导致...
TensorFlow.js is an open-source hardware-accelerated JavaScript library for training and deploying machine learning models. Develop ML in the Browser Use flexible and intuitive APIs to build models from scratch using the low-level JavaScript linear algebra library or the high-level layers API. ...
TensorFlow.jsis aJavaScriptlibrary to define and operate onTensors. The main data type in TensorFlow.js is theTensor. ATensoris much the same as a multidimensional array. ATensorcontains values in one or more dimensions: ATensorhas the following main properties: ...
Updated Feb 3, 2021 JavaScript charliegerard / gaze-detection Sponsor Star 632 Code Issues Pull requests 👀 Use machine learning in JavaScript to detect eye movements and build gaze-controlled experiences. javascript machine-learning frontend creative-coding tensorflow eye-tracking human-computer-inte...
Javascript 是一种全功能的编程语言,可以做各种美妙的事情。HTML 是用于表示某种类型的实用计算抽象(此处指可由 Web 浏览器呈现的内容)的框架。Javascript 在交互式网页中的作用是组装浏览器看到的 HTML 对象,然后在需要时通过将其更新为新的 HTML 来与其交互。 与HTML 类似,TensorFlow 是用于表示某种类型的计算抽象...