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TensorFlow.js VS Universal Data Tool

Compare TensorFlow.js VS Universal Data Tool and see what are their differences

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TensorFlow.js logo TensorFlow.js

TensorFlow.js is a library for machine learning in JavaScript

Universal Data Tool logo Universal Data Tool

Machine learning, data labeling tool, computer vision, annotate-images, classification, dataset
  • TensorFlow.js Landing page
    Landing page //
    2023-10-23
  • Universal Data Tool Landing page
    Landing page //
    2021-09-10

The Universal Data Tool (UDT) is an open-source web or downloadable tool for labeling data for usage in machine learning or data processing systems.

The Universal Data Tool supports Computer Vision, Natural Language Processing (including Named Entity Recognition and Audio Transcription) workflows.

The UDT uses an open-source data format (.udt.json / .udt.csv) that can be easily read by programs as a ground-truth dataset for machine learning algorithms.

TensorFlow.js videos

+ Add

TensorFlow.js: ML for the web and beyond (TF Dev Summit '20)

More videos:

  • Review - TensorFlow.js Community Show & Tell #1 - #MachineLearning in #JavaScript!
  • Review - Unlocking the power of ML for your JavaScript applications with TensorFlow.js (TF World '19)

Universal Data Tool videos

+ Add

Getting Started with Open-Source Contribution to the Universal Data Tool

More videos:

  • Tutorial - How to use text classification on the Universal Data Tool

Category Popularity

0-100% (relative to TensorFlow.js and Universal Data Tool)

TensorFlow.js

Universal Data Tool

Data Science And Machine Learning
19 19%
Data Science And Machine Learning
81% 81
Image Annotation
0 0%
Image Annotation
100% 100
Data Science Tools
100 100%
Data Science Tools
0% 0
Data Labeling
0 0%
Data Labeling
100% 100

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What are some alternatives?

When comparing TensorFlow.js and Universal Data Tool, you can also consider the following products

TensorFlow - TensorFlow is an open-source machine learning framework designed and published by Google. It tracks data flow graphs over time. Nodes in the data flow graphs represent machine learning algorithms. Read more about TensorFlow.

Labelbox - Build computer vision products for the real world

PyTorch - Open source deep learning platform that provides a seamless path from research prototyping to...

CrowdFlower - Enterprise crowdsourcing for micro-tasks

Scikit-learn - scikit-learn (formerly scikits.learn) is an open source machine learning library for the Python programming language.

Supervisely - Supervisely helps people with and without machine learning expertise to create state-of-the-art...

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