What is Lightly AI?
Lightly is a powerful toolkit designed to help you curate vision data for machine learning. By identifying and removing redundancy and bias in your data, Lightly enhances model performance, reduces overfitting, and cuts down on labeling and storage costs. Trusted by enterprises, researchers, and startups, Lightly offers advanced features for data selection, pretraining, and pipeline automation, making it an essential tool for computer vision, autonomous driving, and smart farming.
Key Features:
🔍 Smart Data Selection
Automatically find and select the most valuable data for labeling using active and self-supervised learning.🛠️ Self-Supervised Pretraining
Pretrain your models with self-supervised learning to improve accuracy and reduce the need for large labeled datasets.⚙️ Pipeline Automation
Automate your data curation processes and manage new data for labeling and model training efficiently.📊 Data Insights
Gain valuable insights into your data distribution, mitigate bias, and identify edge cases to improve model performance.
Use Cases:
Computer Vision Model Optimization
A computer vision team uses Lightly to curate their dataset, resulting in a 19% improvement in model accuracy and a 90% reduction in dataset size, making their deployment process more efficient.Autonomous Driving Data Management
An autonomous driving company integrates Lightly into their data pipeline, enabling them to automatically select the most valuable frames from video data, reducing data storage costs and improving model training speed.Smart Farming Data Collection
A smart farming startup uses LightlyEdge to collect high-signal data directly on edge devices, reducing the need for large-scale data transfer and storage while optimizing their machine learning models for real-time analysis.
Conclusion:
Lightly offers a comprehensive solution for data curation in machine learning, helping you to select the most valuable data, reduce redundancy and bias, and improve model performance. With features like smart data selection, self-supervised pretraining, and pipeline automation, Lightly is an indispensable tool for anyone looking to build better models faster.
FAQs:
What is data curation in machine learning?
Data curation involves selecting, cleaning, and managing data to ensure it's optimal for training machine learning models. Lightly automates this process, helping you find and remove redundant and biased data.How does Lightly reduce labeling costs?
By automatically selecting the most valuable data for labeling, Lightly reduces the amount of data that needs to be labeled, thus lowering labeling costs by up to 92%.Can Lightly integrate with my existing ML stack?
Yes, Lightly is designed to seamlessly integrate with various storage, tooling, and service providers, making it easy to incorporate into your existing machine learning pipeline.What are the benefits of self-supervised pretraining?
Self-supervised pretraining helps models extract meaningful features from unlabeled data, improving accuracy and reducing the need for large labeled datasets.How does LightlyEdge work on edge devices?
LightlyEdge identifies and utilizes high-signal data directly on edge devices, reducing data transfer and storage costs while optimizing machine learning models in real-time.
More information on Lightly AI
Launched
2020-08
Pricing Model
Freemium
Starting Price
Global Rank
669287
Follow
Month Visit
52.5K
Tech used
Google Analytics,Google Tag Manager,Webflow,Amazon AWS CloudFront,cdnjs,Cloudflare CDN,JSDelivr,Google Fonts,jQuery,Gzip,HTTP/3,OpenGraph,HSTS
Top 5 Countries
15.78%
11.98%
10.2%
7.44%
5.72%
Korea, Republic of
United States
Switzerland
United Kingdom
Germany
Traffic Sources
4.54%
0.79%
0.11%
11.41%
45.89%
37.23%
social
paidReferrals
mail
referrals
search
direct
Source: Similarweb (Sep 25, 2025)
Lightly AI was manually vetted by our editorial team and was first featured on 2024-12-06.
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