Software Alternatives & Reviews

Universal Data Tool VS Dataloop AI

Compare Universal Data Tool VS Dataloop AI and see what are their differences

Universal Data Tool logo Universal Data Tool

Machine learning, data labeling tool, computer vision, annotate-images, classification, dataset

Dataloop AI logo Dataloop AI

Enterprise grade data platform for AI systems in development and in production.
  • 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.

  • Dataloop AI Landing page
    Landing page //
    2023-10-21

Dataloop is an enterprise grade data platform for AI systems in development and in production, providing an end-to-end data workflow including image, video and audio data annotation, quality control, data management, automation pipelines and autoML.

Universal Data Tool videos

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

More videos:

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

Dataloop AI videos

Auto annotation of objects using Dataloop AI

Category Popularity

0-100% (relative to Universal Data Tool and Dataloop AI)
Image Annotation
61 61%
39% 39
Data Labeling
62 62%
38% 38
Data Science And Machine Learning
AI
52 52%
48% 48

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Reviews

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Dataloop AI Reviews

Top Video Annotation Tools Compared 2022
Dataloop aims to drive AI to production with end-to-end data management, automation pipelines, and a quality-first data labeling platform. Their video annotation features includes:
Source: innotescus.io

What are some alternatives?

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

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...

Amazon Mechanical Turk - The online market place for work.

SuperAnnotate - Empowering Enterprises with Custom LLM/GenAI/CV Models.