Software Alternatives, Accelerators & Startups

Labelbox VS Zotero

Compare Labelbox VS Zotero and see what are their differences

Labelbox logo Labelbox

Build computer vision products for the real world

Zotero logo Zotero

Zotero is a free, easy-to-use tool to help you collect, organize, cite, and share research.
  • 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.

  • Zotero Landing page
    Landing page //
    2021-09-24

Labelbox videos

Review App : Labelbox

More videos:

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

Zotero videos

Zotero vs Mendeley: which one is best?

More videos:

  • Review - Using Zotero for academic writing

Category Popularity

0-100% (relative to Labelbox and Zotero)
Data Labeling
100 100%
0% 0
Research Tools
0 0%
100% 100
Image Annotation
100 100%
0% 0
Information Organization
0 0%
100% 100

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 Zotero

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

Zotero Reviews

Top 5 Free Reference Management Software for Research
Zotero is the only software that automatically senses research on the web. Need an article from JSTOR or a preprint from arXiv.org? A news story from the New York Times or a book from a library? Zotero has you covered, everywhere.
10 Best Reference Management Software for Research
Zotero is a reference management software that can be used by students and researchers of all levels. It’s a great way to keep track of your sources, as well as easily create citations and bibliographies. Here are some of the ways Zotero can be especially helpful for Ph.D. students:
Citation Management Tools - Alternatives to EndNote
Mendeley is a free Web-based tool similar to Zotero, but it sets itself apart with a robust PDF annotating tool. Because Mendeley doesn't work within Google Docs, you would have to create a bibliography and copy it over to the document. Thus, Mendeley might be a great fit for those who use citation managers for personal projects but not for those participating in a lot of...

Social recommendations and mentions

Based on our record, Zotero should be more popular than Labelbox. It has been mentiond 17 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 / almost 2 years 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: almost 2 years 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: about 2 years ago
  • [D] Any recommendations for image annotation software .
    LabelBox - they provide free versions for research. Source: about 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: over 2 years ago
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Zotero mentions (17)

  • Newbie help setting up Zotero using existing materials
    If the second, then you need to create a zotero group library. This can only be done at zotero.org but syncs with your client. Source: about 1 year ago
  • Problems with syncing
    When I check the API settings on zotero.org, I only see my desktop actually connecting,. Source: about 1 year ago
  • Emacs, a maximalist approach to social media addiction
    An approach of digital maximalism should also let you organise incoming and outgoing information (on software that you run and control). This is what [Emacs](https://emacs.org) is doing. If you're missing _e.g._ the adrenaline of social media, Emacs can help for that by letting you insert academic references into lengthy, inflammatory, but informed, nuanced, and articulated Org-mode documents. It's actually much... Source: about 1 year ago
  • Best resources for chiropractic research?
    If you’re interested in actually downloading, reading, and collecting research papers, I highly recommend Zotero. Source: over 1 year ago
  • Zotero on Chromebook
    Has anyone managed to make Zotero work on their Chromebook? I have a Lenovo Chromebook and I've not been able to make it work. I can't access any of the PDF attachments on zotero.org or install the programme. I would appreciate any suggestions you may have. Source: over 1 year ago
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What are some alternatives?

When comparing Labelbox and Zotero, you can also consider the following products

V7 - Pixel perfect image labeling for industrial, medical, and large scale dataset creation. Create ground truth 10 times faster.

Mendeley - Easily organize your papers, read & annotate your PDFs, collaborate in private or open groups, and securely access your research from everywhere.

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

Qiqqa - Qiqqa is a free research and reference management software. It can be used in many organizational projects from the academic to the personal to the business endeavor. Read more about Qiqqa.

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

JabRef - Graphical Java application for managing bibtex (. bib) databases.‎JabRef · ‎JabRef Help · ‎JabRef | Blog · ‎OpenOffice/LibreOffice .