Case Study: Forsight achieves 10X more ML experiments with ClearML

ClearML enables AI team to conduct 10X the experiments without increasing the headcount required to do it

Forsight builds AI computer vision software that analyzes CCTV feeds in real time to monitor construction sites for safety issues, intruders, fires, and social distancing. The team was using Bitbucket for code management but lacked a streamlined way to track experiments, collaborate on model work, and manage the growing complexity of data labeling.

With ClearML, Forsight integrated experiment tracking and MLOps into its existing TensorFlow and in-house workflows with minimal code changes, then upgraded to ClearML Enterprise for stronger data versioning and managed support. ClearML Orchestrate helped the team spin up cloud resources on demand and monitor CPU, GPU, and memory performance, enabling Forsight to run about 10X more experiments with the same team and scale from thousands to millions of datasets without adding staff.

Forsight

Ivan Ralašić

Chief Technology Officer