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Diffgram VS Universal Data Tool

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

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Diffgram logo Diffgram

Data Annotation Platform

Universal Data Tool logo Universal Data Tool

Machine learning, data labeling tool, computer vision, annotate-images, classification, dataset
  • Diffgram Landing page
    Landing page //
    2021-04-22

Diffgram is open source annotation and training data software.

  1. Flexible deploy and many integrations - run Diffgram anywhere in the way you want.
  2. Scale every aspect - from volume of data, to number of supervisors, to ML speed up approaches.
  3. Fully featured - 'batteries included'.
  • 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.

Diffgram videos

+ Add

Easily Import & Export from {AWS, GCP} without API integration

More videos:

  • Demo - Deep Learning Images & Videos with Diffgram

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 Diffgram and Universal Data Tool)

Diffgram

Universal Data Tool

Data Science And Machine Learning
51 51%
Data Science And Machine Learning
49% 49
Image Annotation
0 0%
Image Annotation
100% 100
AI
52 52%
AI
48% 48
Data Labeling
25 25%
Data Labeling
75% 75

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare Diffgram and Universal Data Tool

Diffgram Reviews

  1. Fast and did everything we needed

    Overall really really happy with the tool and the team. Excited that it's now open source our team is already building an integration

    🏁 Competitors: Labelbox
    👍 Pros:    Fast|Powerful|Flexible
  2. Best data handling - fast response times

    Amazing import options and data sync. Really happy with speed and responsiveness of team.

    🏁 Competitors: Labelbox
    👍 Pros:    Data|Interface|Speed|Support response time

Universal Data Tool Reviews

We have no reviews of Universal Data Tool yet.
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What are some alternatives?

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

Labelbox - Build computer vision products for the real world

Hive - Seamless project management and collaboration for your team.

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...

CloudFactory - Human-powered Data Processing for AI and Automation

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