Laion

LAION is a non-profit organization that provides large-scale machine learning datasets, tools, and models to liberate machine learning research. It offers open access resources like the LAION-400M and LAION-5B datasets.

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At a glance

Pricing

Free · Open Source

Free tier

Yes

API

Skill level

Technical

About

What is Laion?

LAION, the Large-scale Artificial Intelligence Open Network, is a non-profit organization dedicated to making machine learning resources openly available to the public. Its mission is to democratize machine learning research, encourage open public education, and promote environmentally friendly resource utilization by reusing existing datasets and models. LAION provides extensive datasets such as LAION-400M, containing 400 million English image-text pairs, and LAION-5B, which boasts 5.85 billion multilingual CLIP-filtered image-text pairs. The organization also offers tools like Clip H/14, a large CLIP vision transformer model, and LAION-Aesthetics, a subset of LAION-5B filtered for aesthetically pleasing images. LAION emphasizes its commitment to open AI, being 100% non-profit and providing all resources for free.

Best used for

Ideal for data scientists, developers, and students who need to access vast, open-source image-text datasets for training AI models, conducting machine learning research, and developing new AI applications. Especially valuable for those seeking to leverage pre-existing, large-scale data resources to foster open public education and environment-friendly resource use.

Common actions

access datasets

train AI models

conduct research

develop machine learning

AI chatbotsnon-profitefficient model reusemachine learningdata miningaiEducationopen-sourcemultimodal datasetsresearch+ 1 more

Capabilities

Key features

Large-scale image-text datasets
Multilingual image-text pairs
CLIP vision transformer models
Aesthetic image filtering
Open-source resources

Target Audience

data scientistdeveloperstudentprofessor

Integrations

Not yet documented

Pricing & Plans

Free · Open Source

Free

FAQs

Do LAION datasets respect copyright laws?

LAION datasets are indexes to the internet, providing URLs to original images and their ALT texts. While CLIP embeddings are computed, the original photos are discarded. Researchers must reconstruct images by downloading them, and LAION operates under TDM exemptions for research purposes.

How can I request the removal of my copyrighted data from LAION datasets?

LAION is a non-profit research organization. If links in the dataset point to your copyrighted data, LAION's use is covered by TDM exemptions. However, if your personal data (name with identifiable image) is present, you can use the GDPR takedown form to request removal from LAION-controlled repositories.

Do LAION datasets contain disturbing images?

LAION itself does not release datasets containing images. The datasets are links. While LAION-provided links do not inherently lead to disturbing content, the nature of the internet means that reconstructed datasets or specific search methods could potentially lead to disturbing or discomforting images.

Does LAION crawl websites to create its datasets?

No, LAION does not crawl websites. The datasets are built by analyzing data from Common Crawl, which performed the initial crawling and respected robots.txt instructions. LAION then assesses the value of pictures in relation to their alt text from this pre-existing data.

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