High-Quality Training Data For Machine Learning

We worked with Cogito on a large dataset for machine learning. Cogito had the best result when we ran the pilot with several vendors. When we ran into accuracy issues, the team identified the issue, retrained the workforce several times, improved the labeling process and fixed the issues each time. The communication was fast and effective. The project was very successful, let alone the reasonable pricing! Would work with them again and highly recommend!

Cogito proved to be a very good choice for the pointcloud labeling services needed in our company. Very professional team, extremely responsive and easy to interact with. The work was delivered in timely fashion and the labeling work was of a very good quality. Highly recommended team for anyone looking to label lidar/pointcloud data.

Cogito was recommended to us after some unsatisfying labeling campaign on a quite difficult task. They handled it very well and the communication was easy and efficient. They’ve proven to be very reactive and serious.

Given the current state of everything with COVID19, I am sure it wasn’t easy for Cogito to adjust. Initially, there were some difficulties, but Cogito team was there to help. As one can imagine, written instructions can be difficult, but The team continuously communicated with me to deliver quality work. They took our feedback and improved, and in the end, they gave us great results. We plan to use their service again in the future, and we highly recommend others to consider Cogito team for their labeling job as well.

Cogito showed great flexibility with our specific needs. We had a variety of image classification tasks, some of which very difficult, and they handled all of the nuances well. Of particular usefulness is the ability to do iterative coaching when the task at hand requires it. For our difficult tasks – that coaching was quickly iterated through, with feedback, and well assimilated by their team, which resulted in highly accurate data labels. They are also very quick to respond to any queries and help in ironing out the workflow.