Computer Vision Suite For


Automated Data Curation

Model Pretraining
Model Fine-Tuning
Deploying AI on Edge
Dataset Management
Smart Data Collection

Lightly helps ML teams build better vision systems — from data curation to model pretraining, fine-tuning, and AI edge deployment. Build production-ready AI faster.

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Pretrain and Fine-Tune Your Vision Models.

LightlyTrain is the leading framework for transforming your unlabeled data into powerful vision foundation models – from pretraining, through  knowledge distillation to fine-tuning.

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Automate Data Curation at Scale.

LightlyOne is a data curation platform for computer vision that helps you find and label the most valuable samples.

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Optimize AI Data Collection at the Edge.

LightlyEdge is a smart data selection SDK for edge devices. It collects high-value data in real time, reducing transfer and storage needs.

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Pretrain Your Vision Models, No Labels Needed.

LightlyTrain is the world’s first computer vision pretraining framework tailored for industrial applications.

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Optimize AI Data Collection at the Edge.

LightlyEdge is a smart data selection SDK for edge devices. It collects high-value data in real time, reducing transfer and storage needs.

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Curate, Label & Manage Data.

LightlyStudio is an integrated computer vision platform for labeling, curation, QA, and datasets management.

Open-source at its core, LightlyStudio is built for ML engineers and organizations scaling computer vision.

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Pretrain Your Vision Models, No Labels Needed.

LightlyTrain is the world’s first computer vision pretraining framework tailored for industrial applications.

Learn More
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Automate Data Curation at Scale.

LightlyOne is a data curation platform for computer vision that helps you find and label the most valuable samples.

Learn More
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Optimize AI Data Collection at the Edge.

LightlyEdge is a smart data selection SDK for edge devices. It collects high-value data in real time, reducing transfer and storage needs.

Learn More
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Automate Data Curation at Scale.

LightlyOne is a data curation platform for computer vision that helps you find and label the most valuable samples.

Learn More
Image

Optimize AI Data Collection at the Edge.

LightlyEdge is a smart data selection SDK for edge devices. It collects high-value data in real time, reducing transfer and storage needs.

Learn More
Image

Pretrain Your Vision Models, No Labels Needed.

LightlyTrain is the world’s first computer vision pretraining framework tailored for industrial applications.

Learn More
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Automate Data Curation at Scale.

LightlyEdge is a data curation platform for computer vision that helps you find and label the most valuable samples.

Learn More
Image

Optimize AI Data Collection at the Edge.

LightlyEdge is a smart data selection SDK for edge devices. It collects high-value data in real time, reducing transfer and storage needs.

Learn More
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Pretrain your vision models

LightlyTrain is the world’s first computer vision pretraining framework tailored for industrial applications.

Learn More
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Trusted by enterprises, researchers and startups.

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Integration

Fast & Easy Integration Into Your ML Pipeline

Lightly suite of tools integrates into your existing machine learning pipeline, facilitating data curation, model training, and deployment processes.

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Explore Lightly Products

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LightlyStudio

Data Curation & Labeling

Curate, label and manage your data
in one place

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LightlyTrain

Self-Supervised Pretraining

Leverage self-supervised learning to pretrain models

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LightlyEdge

Smart Data Capturing on Device

Find only the most valuable data directly on device

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Industry Use Cases

Built for solving data and
 model challenges across industries.

Lightly supports teams working with complex visual data—from raw collection to training-ready datasets and edge deployment.

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Retail

A canvas and end-to-end video editor that merges advanced AI with a user-friendly design.

Retail
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Agriculture

A canvas and end-to-end video editor that merges advanced AI with a user-friendly design.

Agriculture
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Automobile

A canvas and end-to-end video editor that merges advanced AI with a user-friendly design.

Automobile
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Defense

A canvas and end-to-end video editor that merges advanced AI with a user-friendly design.

Defense
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Government

A canvas and end-to-end video editor that merges advanced AI with a user-friendly design.

Government
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Manufacturing

A canvas and end-to-end video editor that merges advanced AI with a user-friendly design.

Manufacturing
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Heathcare

A canvas and end-to-end video editor that merges advanced AI with a user-friendly design.

Heathcare
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Security

A canvas and end-to-end video editor that merges advanced AI with a user-friendly design.

Security
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Retail

Optimize visual data for smarter product detection, shelf analytics, and inventory monitoring.

Retail
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Agriculture

Improve crop health insights and automate yield analysis with better training data for vision models.

Agriculture
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Automotive

Fuel safer perception systems for autonomous driving with curated, real-world visual datasets.

Automobile
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Defense

Enhance mission-critical AI models with precise, reliable visual data selection and filtering.

Defense
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Government

Support infrastructure, public safety, and AI projects with compliant, high-quality image datasets.

Government
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Manufacturing

Boost defect detection and quality control by training computer vision models on curated datasets.

Manufacturing
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Heathcare

Advance medical AI by selecting high-quality imaging data that improves model pretraining for diagnostics and monitoring.

Heathcare
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Security

Strengthen surveillance and anomaly detection systems with targeted, efficient visual data curation and model pretraining.

Security
Testimonials

What engineers say after adopting Lightly

No fluff - just results from teams using Lightly to move faster with better data and models.

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"We had millions of images but no clear way to prioritize. Manual selection was slow and full of guesswork. With Lightly, we just feed in the data and get back what’s actually worth labeling."

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Carlos Alvarez
Machine Learning Engineer
3x
Faster Model Iteration Cycle
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We collect millions of road surface images, but since surface imagery is highly spatially correlated, labelling every sample is redundant, and finding sets of diverse data was a challenge.

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Vijay Gill Hansted
Machine Learning Engineer
2M+
Curated Images
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"Through this collaboration, SDSC and Lightly have combined their expertise to revolutionize the process of frame selection in surgical videos, making it more efficient and accurate than ever before to find the best subset of frames for labeling and model training."

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Margaux Masson-Forsythe
Director of Machine Learning
2.3M
Frames Processed In 1 Month
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“Lightly enabled us to improve our ML data pipeline in all regards: Selection, Efficiency, and Functionality. This allowed us to cut customer onboarding time by 50% while achieving better model performance.”

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Harishma Dayanidhi
Co-Founder/ VP of Engineering
10%
Model Accuracy Improvement
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"It took far less work than expected to plug DINO into our SSL system - the LightlySSL code was clean and easy to adapt"

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Suraj Pai
Research Associate
3D
SSL Training Pipeline with DINOv2
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“By integrating Lightly into our existing workflow, we achieved a 90% reduction in dataset size and doubled the efficiency of our deployment process. The tool’s seamless implementation significantly enhanced our data pipeline.”

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Usman Khan
Sr. Data Scientist
2x
Model Deployment Efficiency Gains
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“Lightly gave us transparency to a part of the ML development that is a black box, data. Furthermore, Lightly enabled us to do Active Learning at scale and helped us improve recall and F1-score of our object detector by 32% and 10% compared to our previous data selection method. We finally saw the light in our data using Lightly.”

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Gonzalo Urquieta
Project Leader
36%
Model Accuracy Improvement
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"Lightly is hyper-focused on finding thousands of relevant images from millions of video frames to improve deep learning models. The Lightly platform enabled us to build models and deploy features more than 2x faster and unlock completely new development workflows."

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Isura Ranatunga
Co-Founder and CTO
50%
Reduced Retraining Process Time
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"I was truly amazed once we received the results of Lightly. We knew we had a lot of similar images due to our video feed but the results showed us how we can work more efficiently by selecting the right data"

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Alejandro Garcia
CEO
80%
Reduction in Annotation Costs
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"We had millions of images but no clear way to prioritize. Manual selection was slow and full of guesswork. With Lightly, we just feed in the data and get back what’s actually worth labeling."

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Carlos Alvarez
Machine Learning Engineer
3x
Faster Model Iteration Cycle
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“By integrating Lightly into our existing workflow, we achieved a 90% reduction in dataset size and doubled the efficiency of our deployment process. The tool’s seamless implementation significantly enhanced our data pipeline.”

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Usman Khan
Sr. Data Scientist
2x
Model Deployment Efficiency Gains
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"Through this collaboration, SDSC and Lightly have combined their expertise to revolutionize the process of frame selection in surgical videos, making it more efficient and accurate than ever before to find the best subset of frames for labeling and model training."

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Margaux Masson-Forsythe
Director of Machine Learning
2.3M
Frames Processed In 1 Month
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"I was truly amazed once we received the results of Lightly. We knew we had a lot of similar images due to our video feed but the results showed us how we can work more efficiently by selecting the right data"

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Alejandro Garcia
CEO
80%
Reduction in Annotation Costs
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“Lightly enabled us to improve our ML data pipeline in all regards: Selection, Efficiency, and Functionality. This allowed us to cut customer onboarding time by 50% while achieving better model performance.”

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Harishma Dayanidhi
Co-Founder/ VP of Engineering
10%
Model Accuracy Improvement
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"Lightly is hyper-focused on finding thousands of relevant images from millions of video frames to improve deep learning models. The Lightly platform enabled us to build models and deploy features more than 2x faster and unlock completely new development workflows."

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Isura Ranatunga
Co-Founder and CTO
50%
Reduced Retraining Process Time
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“Lightly gave us transparency to a part of the ML development that is a black box, data. Furthermore, Lightly enabled us to do Active Learning at scale and helped us improve recall and F1-score of our object detector by 32% and 10% compared to our previous data selection method. We finally saw the light in our data using Lightly.”

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Gonzalo Urquieta
Project Leader
36%
Model Accuracy Improvement
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Data Security

Commited to data security

Lightly maintains high security standards, ensuring data integrity and confidentiality for entreprise-grade machine learning operations.

ISO 27001

Lightly is ISO 27001 certified, ensuring the confidentiality, integrity, and availability of your data through robust information security management.

GDPR

Lightly is fully compliant with the General Data Protection Regulation (GDPR), protecting user privacy and upholding strict data handling standards.

Ready to Transform Your 
Computer Vision Projects?

Join the growing community of ML engineers using Lighlty.ai to build efficient, accurate computer vision systems form data curation to deployment

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You Are Invited: Join Lightly's Private ML Engineering Discord

Want in? Collaborate with 300+ ML engineers optimizing data for their AI models.

Thank you! Your submission has been received!
Oops! Something went wrong while submitting the form.
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