From vehicle safety and autonomy to security systems to robotics, Bosch is a leader in artificial intelligence solutions utilizing computer vision. Voxel51’s solutions help us organize, evaluate and refine our data and models, enabling us to develop robust, reliable AI applications across multiple teams and projects.

At Allstate, my team works on auto vehicle damage inspection. Verifying the damage to a vehicle can take an insurance claim agent hours to verify, but using computer vision and FiftyOne, we can segment the parts of vehicles first, then detect the damages, and finally match the damage to repair costs and generate reports for the adjusters.

FiftyOne Teams has helped us manage our huge datasets, collaborate on model evaluation, tighten our production schedule, and ultimately deliver solutions that help our customers better manage their risk. FiftyOne Teams has added tremendous value to our computer vision processes.

We use FiftyOne Teams to organize, select, display, and share our data which has led to better collaboration with and understanding of our large volume of data. FiftyOne Teams enables us to gain insights such as identifying and understanding data problems early, hypothesis validation, and dataset management overall. This has led to better solution engineering and better testing for the products and services we deliver to our customers.

We’ve been using FiftyOne for over a year and it has drastically changed the way we work. The ability to easily display and analyze our images and their metadata, including experiment results, has been a refreshing change compared to the way we've worked before - mainly writing our own metrics and viewers. I've personally used FiftyOne for a segmentation model I've trained - trying to analyze the results and visually see what my model outputs has been really easy and fluid thanks to FiftyOne.

We use FiftyOne to organize large research datasets. My favorite feature is the ability to view distributions over image attributes in the dataset, and filter the dataset by those attributes.

FiftyOne is the backbone of our Data Engine. It helps us to clean and relabel our datasets efficiently, and convert our model predictions into large scale training datasets with a little help from CVAT.

We have seen performance improvements in our models directly due to using FiftyOne Teams for dataset management. FiftyOne Teams has greatly improved the visibility of our datasets across our entire R&D team, it has made it extremely easy for multiple team members to access and collaborate on datasets