Lightly
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About
Lightly provides a powerful solution for machine learning teams to enhance model accuracy through effective data selection. By leveraging advanced active and self-supervised learning algorithms, Lightly enables users to identify crucial subsets of their datasets—minimizing data redundancy and bias while focusing on challenging edge cases. Capable of processing vast amounts of data, such as 10 million images or 10,000 videos in under 24 hours, Lightly integrates seamlessly with cloud storage solutions, ensuring that sensitive data remains secure. With features designed to reduce labeling costs and cut retraining cycles in half, the platform has received acclaim from industry professionals for its efficiency and effectiveness. Offering a variety of pricing plans, including a free tier for the community, Lightly aims to be the leading active-learning platform, transforming data flow management from collection to storage.
Platform
Task
Features
• seamless cloud integration
• pipeline management
• active learning algorithms
• automated data curation
• data insights and analytics
• cost reduction on labeling
• enhanced model accuracy
• rapid data processing
FAQs
Is Lightly free?
Lightly offers a free community version and provides free access for students and non-profits.
What data types do you support?
Lightly supports images (various formats) and video data; support for text and audio is planned.
Can I share an account with a friend?
Accounts cannot be shared, but discounts can be received through referrals.
Can you help with data labeling?
Yes, we have partners who assist with data labeling and quality assessments.
I need an on-premise or private cloud solution?
Yes, we can provide on-premises or private cloud solutions upon request.
How long will it take?
Most datasets are filtered in under 30 minutes; expedited requests can be arranged.
Will you optimize my dataset for me?
We assist with the best dataset parameters but custom preparation is possible on request.
Do you offer any discounts?
Discounts are available for startups, freelancers, and multi-year contracts.
Can I access and use the embedding?
Yes, use of our pre-trained model is possible through our open-source framework.
What does input dataset limit mean?
Input dataset limit refers to the maximum number of images/frames that can be processed.
Do you offer pay-per-use pricing?
Yes, a pay-per-use pricing option is available at $0.01 per input image.
Pricing Plans
Community
Free Plan• Active Learning features (Uncertainty, Similarity, Balancing)
• Analytics (Visualizations, Reports, Statistics)
• Data Storage (AWS S3, Google Cloud, Azure, etc.)
• Supports images up to 1024px
• API access
Team
USD280.00 / per month• All Community features
• 2 seats included (additional seat for $175)
• Collaboration tools
• Supports video up to Quad HD and images up to Quad HD
• Dataset limit: 100k
Custom
Unknown Price• Tailored Team plan features
• On-premises/private cloud installation
• Production Data support
• Edge/Cloud selection
• Model/Drift monitoring
• Supports video and images up to 4K UHD
• Unlimited datasets/team
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