Software Alternatives & Reviews

Labelbox VS Universal Data Tool

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

Labelbox logo Labelbox

Build computer vision products for the real world

Universal Data Tool logo Universal Data Tool

Machine learning, data labeling tool, computer vision, annotate-images, classification, dataset
  • Labelbox Landing page
    Landing page //
    2023-08-20

A complete solution for your training data problem with fast labeling tools, human workforce, data management, a powerful API and automation features.

  • 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.

Labelbox videos

Review App : Labelbox

More videos:

  • Review - Machine Learning Support Engineer at Labelbox
  • Review - Bounding box annotation with Labelbox

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 Labelbox and Universal Data Tool)
Data Labeling
71 71%
29% 29
Image Annotation
68 68%
32% 32
Data Science And Machine Learning
AI
74 74%
26% 26

User comments

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Reviews

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

Labelbox Reviews

  1. Unreliable

    Service goes down often. Very slow team. Slow support.

    🏁 Competitors: Diffgram
    👎 Cons:    Slow|Bad support

Top Video Annotation Tools Compared 2022
However, Labelbox only accepts .mp4 files into their platform, and only their most basic annotation modes have the full scope of video annotation options. When annotating videos with segmentation masks, annotators must step through each frame to view their work – there is no playback option.
Source: innotescus.io

Universal Data Tool Reviews

We have no reviews of Universal Data Tool yet.
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Social recommendations and mentions

Based on our record, Labelbox seems to be more popular. It has been mentiond 8 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

Labelbox mentions (8)

  • Ask HN: Who is hiring? (October 2022)
    Labelbox | Remote | Frontend / WebGL, Backend, Engineering Managers | https://labelbox.com Labelbox is building the training data platform to power breakthroughs in machine learning. We provide an end to end solutions for the full AI lifecycle from creating catalogs of unstructured data all the way to building the tools for humans to label the data to teach machines. Why choose us? - Source: Hacker News / over 1 year ago
  • Model Assisted Labeling using Label box
    Hey, I have currently developed a U-Net model for segmentation and I am trying to use the model assisted labeling feature on LabelBox to annotate some masks, so I can save time on relabeling. I am just wondering if anyone is familiar with this feature or can give me a step by step guideline on how to go about doing this. I went through the examples on their GitHub but I’m honestly still very confused. Any help... Source: over 1 year ago
  • What MDR is doing: a Machine Learning perspective
    By now, I hope you see where I'm going with this. What is MDR doing? They're creating the labelled data used to train severance chips. They get a raw download of human brains in encoded format, and go about manually labelling the different pieces based on their most basic elements. Then, based on this manually labelled data, an algorithm can be trained to create a severance chip. MDR is basically Labelbox for... Source: almost 2 years ago
  • [D] Any recommendations for image annotation software .
    LabelBox - they provide free versions for research. Source: almost 2 years ago
  • Video box annotation tool for Google Cloud Video Intelligence autoML CSV format ?
    Doing some progress, labelbox.com allows me to do the Video annotation, and access all data through python SDK/API... Working on converting myself to CSV GCP format :-). Source: about 2 years ago
View more

Universal Data Tool mentions (0)

We have not tracked any mentions of Universal Data Tool yet. Tracking of Universal Data Tool recommendations started around Mar 2021.

What are some alternatives?

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

Playment - Playment is a fully-managed solution offering training data for AI, transcription, data collection and enrichment services at scale.

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.

CloudFactory - Human-powered Data Processing for AI and Automation