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TensorFlow.js

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Tensorflow Lite

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TensorFlow.js vs Tensorflow Lite: What are the differences?

What is TensorFlow.js? Machine Learning in JavaScript. Use flexible and intuitive APIs to build and train models from scratch using the low-level JavaScript linear algebra library or the high-level layers API.

What is Tensorflow Lite? Deploy machine learning models on mobile and IoT devices. It is a set of tools to help developers run TensorFlow models on mobile, embedded, and IoT devices. It enables on-device machine learning inference with low latency and a small binary size.

TensorFlow.js and Tensorflow Lite belong to "Machine Learning Tools" category of the tech stack.

TensorFlow.js is an open source tool with 13K GitHub stars and 1.11K GitHub forks. Here's a link to TensorFlow.js's open source repository on GitHub.

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Pros of TensorFlow.js
Pros of Tensorflow Lite
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    NodeJS Powered
  • 4
    Open Source
  • 1
    Deploy python ML model directly into javascript
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    - No public GitHub repository available -

    What is TensorFlow.js?

    Use flexible and intuitive APIs to build and train models from scratch using the low-level JavaScript linear algebra library or the high-level layers API

    What is Tensorflow Lite?

    It is a set of tools to help developers run TensorFlow models on mobile, embedded, and IoT devices. It enables on-device machine learning inference with low latency and a small binary size.

    Need advice about which tool to choose?Ask the StackShare community!

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    What are some alternatives to TensorFlow.js and Tensorflow Lite?
    TensorFlow
    TensorFlow is an open source software library for numerical computation using data flow graphs. Nodes in the graph represent mathematical operations, while the graph edges represent the multidimensional data arrays (tensors) communicated between them. The flexible architecture allows you to deploy computation to one or more CPUs or GPUs in a desktop, server, or mobile device with a single API.
    Python
    Python is a general purpose programming language created by Guido Van Rossum. Python is most praised for its elegant syntax and readable code, if you are just beginning your programming career python suits you best.
    PyTorch
    PyTorch is not a Python binding into a monolothic C++ framework. It is built to be deeply integrated into Python. You can use it naturally like you would use numpy / scipy / scikit-learn etc.
    Keras
    Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on TensorFlow or Theano. https://keras.io/
    scikit-learn
    scikit-learn is a Python module for machine learning built on top of SciPy and distributed under the 3-Clause BSD license.
    See all alternatives