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Universal Data Tool VS Segments.ai

Compare Universal Data Tool VS Segments.ai and see what are their differences

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Universal Data Tool logo Universal Data Tool

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

Segments.ai logo Segments.ai

Multi-sensor labeling platform for robotics and autonomous driving
  • 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.

  • Segments.ai Homepage
    Homepage //
    2024-04-12

Segments.ai is a fast and accurate data labeling platform for multi-sensor data annotation. You can obtain segmentation labels, vector labels, and more via the intuitive labeling interfaces for images, videos, and 3D point clouds.

Build your clever annotation workflow exactly how you want, with the flexibility you need to get the job done quickly and efficiently. Segments.ai is a self-serve platform with dedicated support from our core team of engineers when you need it.

Onboard your workforce or use one of our workforce partners. Our management tools make it easy to label and review large datasets together.

Get started with a free trial today at https://segments.ai/join

Universal Data Tool

Website
universaldatatool.com
Pricing URL
-
$ Details
Platforms
-
Release Date
-
Edit details

Segments.ai

Website
segments.ai
Pricing URL
Official Segments.ai Pricing
$ Details
freemium €800.0 / Monthly (Includes 3,600 hours/yr of labeling usage)
Platforms
AWS Azure Python TensorFlow Hugging Face 🤗
Release Date
2020 January
Edit details

Universal Data Tool features and specs

  • User-Friendly Interface
    The tool features an intuitive and straightforward interface that allows users to easily navigate and utilize its features without the need for extensive training.
  • Versatility
    Supports a wide range of data types and labeling tasks, making it suitable for various fields and applications, including image, audio, and text annotation.
  • Open Source
    As an open-source tool, it allows developers to contribute to its improvement and customize it according to their specific needs.
  • Collaborative Features
    Includes collaborative features that enable team members to work on the same dataset concurrently, improving efficiency and productivity.
  • No Installation Required
    A web-based application that doesn't require any installation, which makes it accessible from any device with an internet connection.

Possible disadvantages of Universal Data Tool

  • Limited Advanced Features
    While it covers basic annotation needs well, it might lack some advanced features required for more specialized tasks.
  • Performance Issues
    Being a web-based tool, it can sometimes suffer from performance issues, especially when handling large datasets.
  • Dependency on Internet Connection
    The requirement of an internet connection to access the tool can be a limitation for users in areas with poor connectivity.
  • Potential Security Concerns
    As an online tool, there might be concerns regarding data privacy and security, especially when handling sensitive information.

Segments.ai features and specs

  • Image Segmentation
    Semantic Segmentation / Instance Segmentation / Panoptic Segmentation
  • Image Vector Labeling
    Bounding Boxes / Polygons / Polylines / Keypoints
  • Point Cloud Segmentation
    Semantic Segmentation / Instance Segmentation / Panoptic Segmentation
  • Point Cloud Vector Labeling
    Cuboids / Polygons / Polylines / Keypoints
  • ML-powered labeling tools
    SuperPixel 2.0 / Autosegment
  • Multi-sensor fusion
    2D and 3D overlay / 3D to 2D projections
  • Powerful Python SDK
  • Unlimited sized Point Clouds
    Unlimited

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

Segments.ai videos

+ Add

3D point cloud labeling platform for autonomous vehicles and robotics | Segments ai

Category Popularity

0-100% (relative to Universal Data Tool and Segments.ai)

Universal Data Tool

Segments.ai

Data Labeling
46 46%
Data Labeling
54% 54
Image Annotation
42 42%
Image Annotation
58% 58
Data Science And Machine Learning
41 41%
Data Science And Machine Learning
59% 59
AI
48 48%
AI
52% 52

User comments

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What are some alternatives?

When comparing Universal Data Tool and Segments.ai, you can also consider the following products

Labelbox - Build computer vision products for the real world

CrowdFlower - Enterprise crowdsourcing for micro-tasks

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.

Labeling AI - Labeling AI is a deep learning-based auto labeling solution that develops and auto-labels custom AI by learning minimal manual labeling data.

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

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