Lightly
Lightly helps machine learning teams to build better models through better data. It helps to curate unlabelled data to improve its quality for model training.
Cost / License
- Free
- Open Source
Platforms
- Online
- Software as a Service (SaaS)
- Python
- Windows
- Mac
- Linux
Features
- Data analytics
- Data Preparation
Tags
- Machine Learning
- Developer Tools
- computer-vision
- data-preprocessing
- deep-learning
Lightly information
Developed by
Lightly AG Licensing
Open Source (MIT) and Free product.Pricing
Subscription that costs up to $445 per month.Written in
Alternatives
8 alternatives listedSupported Languages
- English
AlternativeTo Category
DevelopmentGitHub repository
- 3,646 Stars
- 316 Forks
- 77 Open Issues
- Updated
What is Lightly?
Analyze the quality and diversity of your datasets. Better understand your data with Lightly's holistic views from the big picture down to the smallest nuances of your data. Uncover class distributions, dataset gaps, and representation biases before labeling to save time and money.
Intelligently select the best samples for model training through advanced filtering and active-learning algorithms. Balance your class distributions, remove redundancies and dataset bias. Label only the best data for model training until you reach your target accuracy.
Manage your dataset. Apply automated labeling. Track different versions, and once your dataset is ready, simply share with labeling with the click of a button.