What is Lightly used for?

Lightly is a multimodal computer vision platform that combines data curation, labeling, QA, and dataset management for ML engineers and organizations. It is a good fit for curating datasets to find samples worth labeling, labeling and QA with auto-labeling plugins, and evaluating model performance against ground truth.

Is Lightly open source?

No. Lightly is proprietary (closed-source) software. In the AI Tools category, open-source options include Supervisely, AutoGPT and Dograh.

Lightly: features, pricing and alternatives

About Lightly

Lightly is a computer vision platform that integrates data curation, labeling, quality assurance, and dataset management into one pipeline. It is designed for ML engineers and organizations scaling computer vision projects.

The platform consists of two products: LightlyStudio, a data hub for curating, annotating, evaluating, and visualizing data, and LightlyTrain, which turns curated data into production models. It offers automatic embeddings, similarity search, sampling strategies, annotation tools, evaluation metrics, and plugin support.

Key features

Automatic embeddings on index
Text and image similarity search
Six sampling strategies: diverse coverage, deduplication, outlier detection, similarity, class balancing
Annotation and QA in one place with object-level search
Built-in confusion matrix and per-sample metrics for detection, classification, and segmentation
Plugins for SAM3 segmentation, LightlyTrain auto-labeling, and video bounding box propagation

Good fit for

Curating datasets to find samples worth labeling
Labeling and QA with auto-labeling plugins
Evaluating model performance against ground truth

Tags: computer vision; data curation; labeling; qa; dataset management; ml

Lightly: questions and answers

What is Lightly used for?: Lightly is a multimodal computer vision platform that combines data curation, labeling, QA, and dataset management for ML engineers and organizations. It is a good fit for curating datasets to find samples worth labeling, labeling and QA with auto-labeling plugins, and evaluating model performance against ground truth.
Is Lightly open source?: No. Lightly is proprietary (closed-source) software. In the AI Tools category, open-source options include Supervisely, AutoGPT and Dograh.
What are some alternatives to Lightly?: Lightly competes with V7.