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Labelbox VS userinput.io

Compare Labelbox VS userinput.io and see what are their differences

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Labelbox logo Labelbox

Build computer vision products for the real world

userinput.io logo userinput.io

Get on-demand feedback for your app, website or idea. Learn how to improve by hearing real opinions.
  • 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.

  • userinput.io Landing page
    Landing page //
    2022-08-04

Labelbox features and specs

  • User-Friendly Interface
    Labelbox features a clean, intuitive interface that makes it easy for users to navigate and manage their projects, even for those who are new to data labeling.
  • Collaboration Tools
    The platform includes robust collaboration tools, allowing multiple team members to work together efficiently on the same project and oversee progress in real-time.
  • API Integration
    Labelbox provides a powerful API that enables seamless integration with other tools and systems, which can help automate workflows and enhance productivity.
  • Comprehensive Annotations
    The platform supports a wide range of annotation types including bounding boxes, polygons, and more. This flexibility allows users to create detailed and precise annotations for diverse use cases.
  • Scalability
    Labelbox is designed to scale with your needs, making it suitable for small projects as well as large enterprises requiring high-volume data labeling.
  • Quality Assurance Features
    Labelbox includes features for quality control and assurance, such as review workflows and consensus scoring, to ensure the accuracy and reliability of labeled data.
  • Data Security
    With strong security protocols in place, Labelbox ensures that sensitive data is protected, meeting compliance standards for various industries.

Possible disadvantages of Labelbox

  • Cost
    Labelbox can be expensive, especially for small teams or startups. The cost might be prohibitive for those with limited budgets.
  • Learning Curve
    Despite its user-friendly interface, some advanced features have a learning curve, requiring time and training to leverage the platform's full potential.
  • Dependency on Internet Connection
    Since Labelbox is a cloud-based platform, a stable internet connection is required. Any internet issues can disrupt workflow and access.
  • Limited Offline Capabilities
    The platform's reliance on being cloud-based means it offers limited offline capabilities, restricting users who might need to work without internet access.
  • Feature Limitations on Basic Plans
    Some advanced features and integrations are only available in higher-tier plans, which can be restrictive for users on basic subscription plans.
  • Integration Complexity
    While powerful, API integrations can be complex and may require technical expertise to set up and maintain effectively.

userinput.io features and specs

  • Affordable Pricing
    userinput.io offers a cost-effective way to gather user feedback, making it accessible for small businesses and startups.
  • Real-User Feedback
    Provides genuine insights from actual users, which can help in understanding the user experience more accurately.
  • Quick Turnaround
    Delivers feedback in a timely manner, which is crucial for rapid iteration and development.
  • Video Recordings
    Offers video feedback from users, providing a clear visual and auditory context for their comments and opinions.
  • Customization Options
    Allows customization of questions and tasks, enabling you to gather specific information that is relevant to your project.

Possible disadvantages of userinput.io

  • Limited Advanced Features
    Might lack some advanced features that more comprehensive user testing platforms offer, such as in-depth analytics or heatmaps.
  • Dependent on User Pool
    The quality and relevance of feedback can vary depending on the specific users selected for the task.
  • Not Suitable for Large-Scale Testing
    Might not be ideal for large-scale user testing or highly complex projects that require extensive analysis.
  • Potential Bias
    Feedback can be influenced by the subjective opinions of a limited user group, which may not represent the broader target audience.
  • No In-Person Interaction
    Lacks the ability to interact with users in real-time, which can be beneficial for probing deeper into specific issues.

Analysis of Labelbox

Overall verdict

  • Labelbox is considered a good tool for data labeling, particularly in the context of machine learning and artificial intelligence projects.

Why this product is good

  • User-Friendly Interface: Labelbox offers an intuitive interface that facilitates easy navigation and efficient labeling, making it accessible for both experienced and new users.
  • Customization: It provides customizable workflows that can adapt to specific project needs, enhancing productivity and flexibility.
  • Collaboration Features: The platform supports collaboration among team members, allowing for seamless communication and efficient coordination.
  • Scalability: Labelbox is designed to handle large datasets, making it suitable for projects of varying sizes, including enterprise-level operations.
  • Integration Capabilities: The tool integrates well with other data management and machine learning frameworks, allowing for streamlined workflows.

Recommended for

  • Organizations involved in machine learning and AI development, especially those focusing on image and video data.
  • Data science teams needing a robust labeling tool that can handle large volumes of data efficiently.
  • Companies seeking a scalable solution for collaborative data annotation projects.
  • Developers and researchers who require customizable workflows and integrations with other ML tools.

Analysis of userinput.io

Overall verdict

  • Overall, userinput.io is considered a useful service for those looking to gather actionable feedback from real users. The platform is generally well-regarded for its straightforward approach and the quality of feedback provided.

Why this product is good

  • Userinput.io is a platform designed to provide businesses and individuals with feedback on websites, apps, and ideas from real users. It can be a valuable tool for gaining customer insights, improving user experience, and identifying potential issues through unbiased feedback.

Recommended for

  • Entrepreneurs launching a new product or service
  • Developers looking to improve user experience
  • Designers needing feedback on design and usability
  • Product managers seeking customer insights
  • Businesses looking to validate ideas before implementation

Labelbox videos

+ Add

Review App : Labelbox

More videos:

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

userinput.io videos

No userinput.io videos yet. You could help us improve this page by suggesting one.

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Category Popularity

0-100% (relative to Labelbox and userinput.io)

Labelbox

userinput.io

Data Labeling
100 100%
Data Labeling
0% 0
User Experience
0 0%
User Experience
100% 100
Image Annotation
100 100%
Image Annotation
0% 0
Usability
0 0%
Usability
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 userinput.io

Labelbox Reviews

  1. Sharon
    · manager at Mcormicki ·
    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

userinput.io Reviews

We have no reviews of userinput.io 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 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 3 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 3 years ago
  • [D] Any recommendations for image annotation software .
    LabelBox - they provide free versions for research. Source: about 3 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 3 years ago
View more

userinput.io mentions (0)

We have not tracked any mentions of userinput.io yet. Tracking of userinput.io recommendations started around Mar 2021.

What are some alternatives?

When comparing Labelbox and userinput.io, you can also consider the following products

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

Instabug - The top apps in the world rely on Instabug for beta testing, user engagement and crash reporting.

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

UserTesting.com - Usability testing has never been easier. Get videos of real people speaking their thoughts as they use websites, mobile apps, prototypes and more!

CloudFactory - Human-powered Data Processing for AI and Automation

UserTest.io - User testing made simple. High-quality, affordable user testing solutions from real users, here in the UK. Improve your usability!

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