Lightly

Hi Product Hunt! We’re @matthias_heller and Igor from Lightly. Lightly is a platform for companies training machine learning models. Most companies that do machine learning only label about 1% of their data. We tell them which 1% of the data to label to have the biggest impact on model accuracy. One of the biggest challenges in every machine learning project is curating and labeling the collected data before training the machine learning model. We want to democratize machine learning by building a platform to boost engineers to overcome this hurdle. Lightly helps to maximize model accuracy by finding the right data to label. As a data curation platform, Lightly offers tools to reveal and eliminate common problems like data biases, imbalances, and redundancies. To help you work with unlabeled data we leverage recent advances in self-supervised learning. We are also maintainers of the popular open-source framework lightly (https://github.com/lightly-ai/li...). We work with companies ranging from small computer vision startups to large companies working on robotics and autonomous driving. We’d love to get feedback from you and will stay around to answer questions all day! Our website: https://lightly.ai/ Our application: https://app.lightly.ai/

Super promising! 🤩 Can't wait to test it for our models!

This is definitely a must for data scientists looking to increase the performances of their models by curating their data! Well done!

Looks quite helpful. Thanks a lot!

Looks super interesting. Congrats on the launch!

Super cool! That's amazing!

Nice!!! Data curation is such an important but way too underestimated part of developing a good ML solution - partially because it is so time consuming! This is a great solution to save time, improve the quality of ML models and reduce bias in the data. Great job!