Data labeling is time-consuming and can be very expensive. Lightly tells companies which data to label to have the biggest impact on model accuracy while saving time and costs.
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/
@matthias_heller@igor_susmelj so great to see you guys launch and catching up the public on a little bit of the magic you are building. Can’t wait for them to see the rest 😉
Lightly
Lightly
Lightly
Lightly