Software Alternatives, Accelerators & Startups

Azure Batch AI VS Universal Data Tool

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

Azure Batch AI logo Azure Batch AI

Learn about what happened to Azure Batch AI and the Azure Machine Learning service compute option.

Universal Data Tool logo Universal Data Tool

Machine learning, data labeling tool, computer vision, annotate-images, classification, dataset
  • Azure Batch AI Landing page
    Landing page //
    2023-08-18
  • 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.

Azure Batch AI videos

Deep learning at scale with Azure Batch AI

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

Category Popularity

0-100% (relative to Azure Batch AI and Universal Data Tool)
AI
40 40%
60% 60
Data Labeling
0 0%
100% 100
Machine Learning
100 100%
0% 0
Image Annotation
0 0%
100% 100

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What are some alternatives?

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

Pega Platform - The best-in-class, rapid no-code Pega Platform is unified for building BPM, CRM, case management, and real-time decisioning apps.

Labelbox - Build computer vision products for the real world

IBM Watson Studio - Learn more about Watson Studio. Increase productivity by giving your team a single environment to work with the best of open source and IBM software, to build and deploy an AI solution.

CrowdFlower - Enterprise crowdsourcing for micro-tasks

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.

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