Lightly AI

What is Lightly AI?

Lightly AI is a data-centric platform that helps machine learning teams build high-quality datasets by automatically selecting the most relevant samples for their models. It uses self-supervised learning to identify redundancy and diversity in data, reducing dataset size while maintaining or improving model performance. The platform integrates with popular ML frameworks and supports active learning workflows.

The problem it solves

Machine learning teams face a significant challenge in managing massive datasets that contain a lot of duplicate or unhelpful data, which slows down training and increases costs. Lightly AI solves this by automating the data curation process and selecting the most diverse and representative samples, saving time and resources while improving model accuracy.

Key features

• Automated data curation and deduplication.
• Self-supervised learning for embedding-based selection.
• Active learning integration for model-in-the-loop.
• Supports images, videos, and text datasets.
• Python SDK and API for seamless integration.