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Heartex VS Universal Data Tool

Compare Heartex VS Universal Data Tool and see what are their differences

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Heartex logo Heartex

Heartex Label Studio powers internal data labeling operations to achieve the most competitive and differentiated ML/AI models at scale.

Universal Data Tool logo Universal Data Tool

Machine learning, data labeling tool, computer vision, annotate-images, classification, dataset
  • Heartex Landing page
    Landing page //
    2023-07-30
  • 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.

Heartex videos

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Universal Data Tool videos

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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 Heartex and Universal Data Tool)

Heartex

Universal Data Tool

Data Labeling
31 31%
Data Labeling
69% 69
Image Annotation
28 28%
Image Annotation
72% 72
Data Science And Machine Learning
33 33%
Data Science And Machine Learning
67% 67
Training Data
100 100%
Training Data
0% 0

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What are some alternatives?

When comparing Heartex and Universal Data Tool, you can also consider the following products

CloudFactory - Human-powered Data Processing for AI and Automation

Labelbox - Build computer vision products for the real world

CrowdFlower - Enterprise crowdsourcing for micro-tasks

V7 - Pixel perfect image labeling for industrial, medical, and large scale dataset creation. Create ground truth 10 times faster.

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

Hive - Seamless project management and collaboration for your team.

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