Shyft Score
Directory quality rating
68/100
Quiet
Found in 1 source
Our take
The verdict on Lightly
AI-generated
Strong data labeling platform for ML teams. Reduces annotation time and improves data quality, though setup complexity varies by framework.
Strengths
- AI-driven data labeling
- Efficient data management
- High AI readiness score
Limitations
- Limited to data teams
- Pricing not transparent
- No free tier
Best for: ML teams seeking to streamline data labeling processes
Request a demo to evaluate Lightly for your team.
See how Lightly fits your stackBenefits
Why teams choose Lightly
Reduce data labeling time by up to 80% with automated AI-powered annotation
Scale your ML projects faster with streamlined collaborative workflows
Cut training costs by identifying the most valuable data samples for labeling
Launch models to production weeks earlier with real-time labeling insights
About
What is Lightly?
Lightly automates data labeling and collaborative annotation for ML teams. Integrates with popular ML frameworks and provides real-time data insights. Used by machine learning engineers and data scientists to improve dataset quality and accelerate model training.
Key capabilities
Automated data labeling
Collaborative annotation tools
Customizable labeling workflows
Integration with popular ML frameworks
Real-time data insights and analytics
At a glance
Use cases
What you can do with Lightly
Labeling datasets for machine learning
Improving data quality for AI models
Collaborative data annotation
Streamlining data preparation
Enhancing model training
Best for
Machine Learning EngineersData ScientistsAI Research Teams
Pricing
Lightly pricing
Lightly starts at $49/mo
Starting at $49/mo
Ecosystem
Connected ecosystem
MCP servers, AI skills, and integrations that work with Lightly
Integrations
TensorFlowPyTorchJupyter NotebooksSlackGoogle DriveAWS S3Azure Blob StorageGitHubZapier
FAQs
Frequently asked questions
Common questions about Lightly and its capabilities
Lightly is an AI-powered data labeling tool designed for ML teams. It automates data labeling, provides collaborative annotation tools, and offers customizable workflows. This helps Machine Learning Engineers and Data Scientists accelerate their model training and improve data quality by streamlining the labeling process.
Need help automating Lightly?
Our team can help you integrate Lightly with your existing tools and build custom automation workflows.
No commitment requiredResponse within 24h
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