Labelbox

What is Labelbox

Labelbox is an AI platform that offers data labeling and annotation tools for various types of data, including images, videos, text, and documents. The platform has AI-assisted labeling features and enables collaboration among labeling teams. It also provides features for model evaluation, performance analytics, and automation to improve labeling efficiency. Labelbox is used by companies in industries such as retail, healthcare, financial services, and more to develop and optimize AI models.

Key Features of Labelbox

- Data Labeling: Best-in-class annotation editors and AI-assisted labeling for text, chat, documents, images, and video.

- AI-Assisted Labeling: Pre-label data with model-assisted techniques, reducing human time spent on annotations.

- RLHF and LLM Evaluation: Provides human validation and preference datasets, essential for reinforcement learning with human feedback (RLHF) and large language model (LLM) evaluations.

- Model Distillation: Facilitates the transfer of knowledge from larger models to smaller, more efficient ones.

- Data Curation: Labelbox Catalog enables efficient search and curation of unstructured data, enriching datasets and aligning them with specific use cases.

- Customizable Workflows: Create dynamic workflows to assign labeling, reviewing, and reworking tasks to the appropriate team members.

- Boost Services: On-demand data labeling services providing high-quality labels, including Boost Workforce Express for delivery within a day.

- Performance Analytics: Detailed analytics and performance dashboards to optimize the output, efficiency, and quality of the labeling process.

- Integration Capabilities: Embedded integrations with best-in-class data storage, data management, and labeling solutions to streamline machine learning pipelines.

- Collaboration and Training: Tools to prioritize training data quality and collaboration within teams, enhancing efficiency and innovation.

- Automation Features: Foundation models are used to automate tasks and pre-label data in bulk, speeding up the data preparation process.

- Industry Applications: Supports diverse industries including Financial Services, Retail & E-commerce, Healthcare, Media, and Industrial applications.

- Accelerators: Solutions designed to address specific needs such as generative captioning, customer care, and defect detection.

- Research and Education: Provides access to educational licenses and resources for research purposes.

- Community and Support: Offers connections with other users, detailed documentation, and direct support from the Labelbox team.

- Customer Success Stories: Proven track record of enabling breakthroughs in various fields, as demonstrated by successful case studies with companies like Blue River Technology, Ancestry, Walmart, and Genentech.

- Product Suite: Comprehensive suite including tools for cataloging, annotation, model evaluation, and the enrichment of datasets.

- Guides and Learning: Extensive resources including blogs, guides, webinars, and customer academy for effective team training and continuous learning.

Pricing

Free Plan:

• Cost: $0/month
• Features:
• Access to all products: Catalog, Annotate, Model
  • Similarity and vector search
  • Multi-modal data annotation
  • Model error analysis
  • Boost Workforce Express on-demand labeling
  • Limits: 500 Labelbox Units (LBUs) per month

Starter Plan:

• Cost: $0.10 per LBU
• Features:
  • Includes everything in Free plan
  • Unlimited users, projects, and ontologies
  • Custom labeling and review workflows
  • Project performance dashboard
  • Model-assisted labeling with foundation models
  • Access to Foundry Apps

Enterprise Plan:

• Features:
  • Includes everything in Starter plan
  • Multiple workspaces
  • Advanced analytics
  • Security and compliance add-ons
  • Access to Boost Workforce and Boost AI services
  • Enterprise support with priority SLAs
  • Dedicated technical support and contact channels
  • Custom MSA
  • Additional Costs: Platform fee; volume discounts available, contact sales for details