Laion

A community-driven, nonprofit organization providing large-scale machine learning models, datasets, and code to the public for free.

About Laion

Laion is a non-profit organization committed to democratizing machine learning research and its applications. The organization's mission is to make large-scale machine learning models, datasets, and related code accessible to the public to promote efficient use of energy and computing resources in addressing climate change. Laion's belief is that machine learning and its related applications have the potential to positively impact the world. Thus they are dedicated to making this technology accessible to everyone, promoting scientific research and development while providing access to innovative and groundbreaking discoveries.

Laion is devoted to releasing open datasets, code, and reusable machine learning models to educate individuals on the foundation of large-scale ML research and data management. By providing reusable models, datasets, and code, they are promoting an efficient use of energy and computing resources, which will play a significant role in combating climate change. Laion's team comprises professionals from all over the world, making it a diverse team with a global perspective on technology and innovation.

TLDR

Laion is a non-profit organization that promotes efficient energy and computer usage in tackling climate change through democratizing machine learning research worldwide. They provide reusable models, datasets, and code, educating people on the foundation of large-scale machine learning research and data management. The team comprises professionals worldwide with different perspectives and ideas. Laion is committed to releasing open datasets, code, and machine learning models to promote efficient energy and computing resources. They believe that the accessible and democratization of machine learning research has the potential to positively impact the world by fostering scientific research and development while making innovative and groundbreaking discoveries available to everyone.

Company Overview

Laion is a non-profit organization comprised of members from around the globe who are dedicated to democratizing machine learning research and its applications. Their mission is to make large-scale machine learning models, datasets, and related code available to the public to promote an efficient use of energy and computing resources in facing the challenges of climate change. They are funded by donations and public research grants with the aim to open cornerstone results from this important field to all interested communities.

The organization is committed to releasing open datasets, code, and machine learning models to educate individuals on the foundation of large-scale ML research and data management. By providing reusable models, datasets, and code, they are promoting the efficient use of energy and computing resources, which will play a vital role in combating climate change.

Laion's belief is that machine learning and its applications have the potential to have a positive impact on the world. Therefore, they have made it their goal to democratize machine learning research by making the technology accessible to everyone. They are passionate about using their knowledge to promote scientific research and development while providing access to innovative and groundbreaking discoveries.

The organization is funded by donations and public research grants with the aim to open cornerstone results from the field of large-scale machine learning to all interested communities. Their members come from around the world, making it a diverse team with a global perspective on technology and innovation.

In conclusion, Laion aims to democratize machine learning and make it accessible to everyone. They believe in promoting an efficient use of energy and computing resources to face the challenges of climate change. The organization is committed to using their knowledge to provide access to innovative and groundbreaking discoveries while promoting scientific research and development.

Features

Open Datasets

LAION-5B Image-Text Pair Dataset

LAION-5B is a large-scale artificial intelligence open network training dataset that contains over five billion image-text pairs. By making this dataset available to the public, LAION promotes an efficient use of energy and computing resources. The dataset supports the training of groundbreaking language-vision architectures like CLIP and DALL-E. What sets LAION-5B apart from other image-text pair datasets is that it uses noisy data instead of expensive, accurate labels used in standard vision unimodal supervised learning.

LAION-400M Open Dataset

LAION-400M is a dataset of 400 million English-language image-text pairs. It is the largest open dataset for (image, text) pairs before the release of LAION-5B. The dataset is entirely open and freely accessible, allowing for transparent investigation of the benefits and pitfalls of training large-scale models. The dataset contains non-curated data that will help researchers further the development of machine learning.

Reusable Code and Machine Learning Models

Laion believes in educating individuals on the foundations of large-scale machine learning research and data management. They provide reusable models and code to promote an efficient use of energy and computing resources, contributing to the fight against climate change. They are also promoting the democratization of machine learning research, making it accessible to everyone. This reusable code and machine learning models make it possible for researchers to study machine learning more efficiently.

Global Support

Members from Around the World

Laion has a team of professionals from all over the world, bringing different perspectives and ideas to the organization. It is a diverse mix dedicated to democratizing machine learning research and making it global. The members are knowledgeable and passionate about promoting scientific research and development, sharing their vast knowledge with the community.

Funded by Donations and Public Research Grants

Laion is funded entirely by donations and public research grants, allowing them to open cornerstone results from large-scale machine learning to all interested communities. By providing access to innovative and groundbreaking discoveries, they are contributing to the growth of the field of machine learning. The funding ensures that Laion can continue its mission to democratize machine learning research and promote an efficient use of energy and computing resources against climate change.

Mission-Driven

Democratize Machine Learning Research and Applications

Laion's mission is to democratize machine learning research and its applications. By making large-scale machine learning models, datasets, and related code available to the public, they are promoting an efficient use of energy and computing resources. This increases the world's capacity to face the challenges of climate change and empowers scientists and researchers to collaborate and work towards common goals. The democratization of machine learning also ensures that individuals from diverse backgrounds can engage in, innovate, and research the field.

Impactful Potential of Machine Learning and Its Applications

Laion believes that machine learning and its applications have the potential to positively impact the world. They aim to harness this power and make it accessible to everyone. The organization is dedicated to utilizing their knowledge and resources to promote scientific research and development, providing access to groundbreaking discoveries. This mission supports the growth of the field and the application of machine learning to solve real-world problems, creating value across the board.

FAQ

What is Laion's tool?

Laion's tool is an AI-based platform designed to improve the rating and quality of your images. The tool's advanced image rating algorithm combines natural language processing and computer vision. It allows you to provide the best quality customer experience by creating attractive, high-quality images of your products in a short amount of time.

Does Laion's tool use copyrighted images?

No, Laion's tool does not use copyrighted images. The platform uses CLIP embeddings to compute similarity scores between provided texts and pictures without actually storing the images themselves.

What type of datasets does Laion provide?

Laion provides datasets comprising indexes to the internet, with links to the original images with the ALT texts used to compute similarity scores. Researchers must reconstruct the images' data by downloading the subset they are interested in, and all datasets on the platform are compliant with GDPR regulations.

Do Laion's datasets include disturbing images?

No, Laion's datasets do not include disturbing images. However, links in the datasets may lead to such images, depending on the chosen filter or search method.

What should I do if my name and picture are in a Laion dataset?

If you find your name in the ALT text data with no corresponding image, this is not considered personal data under GDPR terms. However, if the URL or the picture includes your image, you may request a takedown of the dataset entry via Laion's GDPR page submission form. If your request is verifiable, Laion will remove the entry from all their data repositories.

Does Laion's tool comply with robots.txt instructions?

Yes, Laion's tool complies with robots.txt instructions. Although the platform's name is Crawling At Home, they are not involved with crawling websites to create datasets. Common Crawl initially did the crawling part to provide the data, and they followed the robots.txt instruction. Laion only analyzes their data and pictures to assess their value concerning the provided alt text.

Laion
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