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ML Kit vs Propel: What are the differences?
What is ML Kit? Machine learning for mobile developers (by Google). ML Kit brings Google’s machine learning expertise to mobile developers in a powerful and easy-to-use package.
What is Propel? Machine learning for JavaScript. Propel provides a GPU-backed numpy-like infrastructure for scientific computing in JavaScript.
ML Kit and Propel can be primarily classified as "Machine Learning" tools.
Some of the features offered by ML Kit are:
- Image labeling - Identify objects, locations, activities, animal species, products, and more
- Text recognition (OCR) - Recognize and extract text from images
- Face detection - Detect faces and facial landmarks
On the other hand, Propel provides the following key features:
- Run anywhere, in the browser or natively from Node
- Target multiple GPUs and make TCP connections
- PhD optional
Propel is an open source tool with 2.81K GitHub stars and 81 GitHub forks. Here's a link to Propel's open source repository on GitHub.
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What is ML Kit?
ML Kit brings Google’s machine learning expertise to mobile developers in a powerful and easy-to-use package.
What is Propel?
Propel provides a GPU-backed numpy-like infrastructure for scientific computing in JavaScript.
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What tools integrate with ML Kit?
What tools integrate with Propel?
What tools integrate with ML Kit?
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What are some alternatives to ML Kit and Propel?
Tensorflow Lite
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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.
JavaScript
JavaScript is most known as the scripting language for Web pages, but used in many non-browser environments as well such as node.js or Apache CouchDB. It is a prototype-based, multi-paradigm scripting language that is dynamic,and supports object-oriented, imperative, and functional programming styles.
Git
Git is a free and open source distributed version control system designed to handle everything from small to very large projects with speed and efficiency.
GitHub
GitHub is the best place to share code with friends, co-workers, classmates, and complete strangers. Over three million people use GitHub to build amazing things together.