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ml5.js
Byml5.jsml5.js

ml5.js

#75in Development & Training Tools
Discussions1
Followers53
OverviewDiscussions1AdoptionAlternativesIntegrations
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What is ml5.js?

ml5.js aims to make machine learning approachable for a broad audience of artists, creative coders, and students. The library provides access to machine learning algorithms and models in the browser, building on top of TensorFlow.js with no other external dependencies.

ml5.js is a tool in the Development & Training Tools category of a tech stack.

Key Features

Pre-trained models for detecting human poses, generating text, styling an image with another, composing music, pitch detection, and common English language word relationshipsAPI for training new models based on pre-trained ones as well as training from custom user data from scratch

ml5.js Pros & Cons

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ml5.js Alternatives & Comparisons

What are some alternatives to ml5.js?

TensorFlow

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.

PyTorch

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.

scikit-learn

scikit-learn

scikit-learn is a Python module for machine learning built on top of SciPy and distributed under the 3-Clause BSD license.

Keras

Keras

Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on TensorFlow or Theano. https://keras.io/

CUDA

CUDA

A parallel computing platform and application programming interface model,it enables developers to speed up compute-intensive applications by harnessing the power of GPUs for the parallelizable part of the computation.

Streamlit

Streamlit

It is the app framework specifically for Machine Learning and Data Science teams. You can rapidly build the tools you need. Build apps in a dozen lines of Python with a simple API.

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ml5.js Discussions

Discover why developers choose ml5.js. Read real-world technical decisions and stack choices from the StackShare community.

Kayla Weng
Kayla Weng

Feb 28, 2022

Needs adviceonml5.jsml5.js

Hey everyone!

I am starting to do a project where I will be importing datasets from Teachable Machine from Google to make an interface for people to learn sign language with their cameras.

I heard that these two languages are both very similar (I could be wrong), I am wondering which tool is better for my purpose and if there is any guidance on where I can start besides the ml5.js website?

Thanks!

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