(4.0 / 5)15+ Ratings

Labelbox Reviews

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Overall Rating

4.0
15 Reviews
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About Labelbox

Labelbox is a data-centric AI platform for building and using AI. Formed in 2018, it is one of the first companies to begin developing data-centric products for machine learning teams. It offers a range of features including data labeling, data curation, model evaluation, reinforcement learning with human feedback, data engine, model assisted labeling, reports, human expert evaluation, and more. It is trusted by companies of all sizes, from startups to Fortune 500s. It provides an all-in-one platform for training data that is used to create and manage high-quality training data. The platform has tools for quickly labeling things, ways to work together, and it can handle any kind of data like photos, movies, text, etc. It is an end-to-end training data platform that is used to create and manage high-quality training data. It is focused on building a data-centric AI platform for enterprises to develop, optimize, and use AI to solve problems and power new products and services. Enterprises use Labelbox to curate data, generate high-quality human feedback data for computer vision and LLMs, evaluate model performance, and automate tasks by combining AI and human-centric workflows. The academic & research community uses Labelbox for cutting-edge AI research.

Labelbox Pros & Cons

Here are some pros and cons of Labelbox:

Pros:

  • Model assisted labelling: This feature is so accurate that data preparation time is reduced to a big extent.
  • Ease of use: Users have praised its user-friendly interface.
  • Data Management: It provides inbuilt searching, sorting, saving a subset of the datasets options which really make data handling much easier.

Cons:

  • Complex Interface: Despite its positive reviews, some users have expressed difficulty in navigating through Labelbox’s interface.
  • Lackluster Support: A common grievance is the delay in receiving technical support from Labelbox.
  • Buggy Performance: It can be buggy if we need to process images with higher resolution.

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Labelbox Customer Reviews (15)

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Jun 19, 2024
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Jun 18, 2024
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Labelbox Customer’s Q&A

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Labelbox Features and Benefits

Labelbox is a data-centric AI platform that offers a range of features and benefits:

  • Data Labeling: Custom labeling and review workflows are available to create high-quality training data.
  • Data Curation: It provides AI-ready datasets.
  • Model Evaluation: Compare predictions and ground truth.
  • Reinforcement Learning with Human Feedback (RLHF): This feature allows for the integration of human feedback into the reinforcement learning process.
  • Data Engine: Curate, annotate, and evaluate data.
  • Model Assisted Labeling: Pre-label data with foundation models.
  • Reports: Analytics and performance dashboard.
  • Human Expert Evaluation: Evaluate models with human experts.
  • Foundry: Enrich data using foundation models.
  • Boost Expert Workforce Services: Scale up capacity with Boost Workforce labeling services.
  • Multimodal Data Labeling: Supports multimodal data labeling, AI-assisted data generation, and human-centric benchmarking.

These features make Labelbox a comprehensive solution for building and deploying AI models. It's trusted by companies of all sizes, from startups to Fortune 500s.

Labelbox Pricing

Labelbox offers a Free plan with up to 500 Labelbox Units (LBUs) per month. The Starter plan costs $0.10 per LBU and includes unlimited users, custom workflows, and model-assisted labeling. The Enterprise plan provides advanced features like multiple workspaces, enhanced security, and priority support, with custom pricing. The cost calculation for all monthly subscription plans is based on a flat rate of $0.10 per LBU. This update makes it easier to calculate the monthly bill and anticipate future expenses. Please note that customers on paid plans will no longer have access to free LBUs. This is due to the goal to better match plans to value.

Payment Method

To update the payment method on Labelbox, use the Add payment method link displayed in the Payment Method section. To remove a payment method, select the Remove button displayed to the right of the payment details. At least one payment method must be maintained. If the current method has expired, add the new method before removing the expired one.

For Foundry, charges will be made for the Labelbox units (LBUs) the account consumes, plus any pass-through compute costs for the models used. For self-serve Starter and Standard tier to enable billing for these model compute charges, confirmation of the credit card on file for the Labelbox account will be asked.

Labelbox charges are based on Labelbox units (LBUs). Catalog LBUs are charged each month while Annotate and Model are one-time charges. Free accounts have 500 free LBU credits each month. If this limit is reached, data can be accessed and exported. However, adding data rows, labels, or predictions cannot be done until the next billing period.

Labelbox FAQs

FAQ

Labelbox Alternatives

Here are the top 10 alternatives to Labelbox:

  1. V7
  2. SuperAnnotate
  3. Dataloop
  4. Encord
  5. Vertex AI
  6. SAP HANA Cloud
  7. Databricks Data Intelligence Platform
  8. Saturn Cloud
  9. Scale AI
  10. Snorkel AI

These platforms offer similar services to Labelbox and are highly rated by their users. They provide various features for data annotation and machine learning operations. Each platform has its unique strengths and may be more suitable depending on specific needs and requirements. It's recommended to explore each platform to determine the best fit.

FAQ

How To Open A Labelbox Account?

To create an account on LabelBox, follow these steps:

  1. Open the LabelBox application or visit the LabelBox website.
  2. Click on the Sign Up or Create Account button.
  3. Fill in the required information, such as your name, email address, and password.
  4. Agree to the terms and conditions, privacy policy, and any other relevant agreements.
  5. Click on the Sign Up or Create Account button to create your account.

You may receive a verification email. Follow the instructions in the email to verify your account. Once your account is verified, you can start using LabelBox.

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