3LC – what is it and who is it for?
We often get the question: “What is 3LC and who is it for?” Here is a breakdown – with real-world examples of how teams are using it to improve their models.
Paul Endresen
Breaking the Human Accuracy Barrier in Computer Vision Labeling
Introduction There’s been a lot of excitement lately around how foundation models (such as CLIP, SAM, Grounding DINO, etc.) can come close to human-level performance when labeling common objects, saving a ton of labeling effort and cost. It’s impressive progress. However, it raises an important question: should human performance be used as the ceiling? And […]
Rebecca McDonald
Rebecca McDonald
Scaling an Instance Segmentation Dataset with Active Labeling in 3LC
How we turned 310 labeled fish into tens of thousands – all in a day’s work. The DeepFish dataset comprises nearly 40,000 video frames of fish in diverse ocean habitats. Available at the dataset website, it offers labels for classification, localization, and segmentation tasks. While the entire dataset includes fish/no-fish classification labels, the initial segmentation […]
Rebecca McDonald
Rebecca McDonald
Nexar Dashcam Kaggle Challenge
The Nexar Dashcam Crash Prediction Challenge presented a compelling task: predict whether a collision or near-collision event is imminent based on dashcam video footage. The training dataset comprised 1,500 real-world driving videos, each approximately 40 seconds long, annotated with precise timestamps for both the event (collision or near-collision) and the earliest moment it could be […]
Rebecca McDonald
Rebecca McDonald
3LC Partners with Roboxi
Enhance airport safety with autonomous runway inspection technology. Learn about the collaboration between 3LC and Roboxi.
3lcawsdevops
3lcawsdevops
Exploring the COCO Dataset
Our CEO, Paul, grabbed his digital mop and started cleaning the COCO dataset in his spare time, and came out with insights (and maybe a few data-cleaning bruises). Learn how we’re turning chaos into clarity and having a blast doing it.
Paul Endresen
Paul Endresen
3LC Supports Saga Robotics in Agricultural ML
3LC is working with Saga Robotics to refine its fruit assessment models and help farmers boost both efficiency and sustainability.
Paul Endresen
Paul Endresen
3LC Expands Enterprise Adoption with New Agreement Signed with Equinor
As 3LC continues to sign agreements with global companies across multiple industries, its platform is becoming a critical tool for teams looking to enhance their AI performance with minimal operational overhead.
3lcawsdevops
3lcawsdevops
3LC Inc secures $1.8 Million funding
3LC Inc Secures $1.8 Million in seed funding to revolutionize how machine learning models are trained.
Marius Storm-Olsen
Marius Storm-Olsen
3LC Changed How I Perceive Data Science
After facing redundancy at the start of 2023, Frederik considered his options when looking for a new Data Science job. Looking to work on something cutting-edge and deliver meaningful work, he found 3LC. This is his story and why he picked 3LC.
Marius Storm-Olsen