FiftyOne

About the role

Open Source FiftyOne FiftyOne Overview Visualize, annotate, curate, and evaluate with FiftyOne. Visualize Annotate Curate Evaluate models OSS community Loved by machine learning teams “FiftyOne is our primary resource for machine learning research. Thanks to FiftyOne's convenient field visualizations and filtering capabilities, we can easily distinguish incorrect labels and predictions, and therefore iterate on models faster than ever. As a result, we've achieved a 77% reduction in images sent for manual verification.” “As we developed our Florence-2 model, FiftyOne proved invaluable for data management and visualization. Its powerful capabilities helped streamline our workflow, ensuring we built a robust foundation for our models. Now, as we dive into the development of Florence-5B, we're relying on FiftyOne more than ever. The tool's intuitive interface and rich feature set are essential for effectively managing our large datasets and gaining critical insights.” “FiftyOne has helped us speed up investigations by 3x. For example, if we see a wrong suction cup grasping an item, we can quickly visualize the issue across all data sources and identify what went wrong.” "FiftyOne enables researchers to analyze and improve the quality of their datasets rapidly, replacing the weeks of manual labor that would otherwise be required without this technology. High-quality data is critical to the success of machine learning systems. Without the right tools to analyze and curate datasets, machine learning development can be inefficient and ineffective.” “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.” “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.” “What really stands out about FiftyOne is the flexibility. The plugin framework lets us customize our workflows based on our unique needs, and the mature SDK lets us consolidate more of our pipeline into one tool, avoiding the cost of stitching together multiple systems. FiftyOne integrates directly into our production pipeline to drive 80% reductions in workplace incidents .” Voxel51 Upgrade Take FiftyOne from local development to production Customers Trusted by enterprises Foundation for Florence-2 VLM development Eliminated repetitive manual transformations on 20 TB+ of visual data Official partner for visualizing Open Images Dataset V7 Foundation for Florence-2 VLM development Eliminated repetitive manual transformations on 20 TB+ of visual data Official partner for visualizing Open Images Dataset V7 Foundation for Florence-2 VLM development Eliminated repetitive manual transformations on 20 TB+ of visual data Official partner for visualizing Open Images Dataset V7 Why upgrade Comparing open source FiftyOne and Voxel51 Join our FiftyOne community