Achieve high performance and scalability for your production-grade visual AI workloads with FiftyOne Teams.
Workflows
Eliminate the manual effort of cobbling together information. Built-in workflows simplify and streamline development, giving teams the information to iterate faster.
Looking to augment your dataset with specific samples? Data Lens unlocks direct access to your data source (e.g. DataBricks, PostgresSQL) to search through billions of visual data within seconds. Preview samples, select interesting ones, and import them directly into FiftyOne.
The Data Quality workflow provides a seamless experience to compute and display common data quality issues (e.g. blurriness, duplicates, entropy, etc.). Easily fix quality issues and collaborate with team members to achieve desired data quality.
Accelerate your understanding of model performance by viewing important metrics, intuitive charts, as well as model strengths and weaknesses. Execute model evaluation runs directly from FiftyOne and gain insights to better isolate performance differences down to the sample level.
Customers
Team collaboration
Collaborate easily and securely with your teams by sharing entire datasets, individual samples, dataset views, and even analysis results. Configure user groups and roles to control access to datasets for individuals and teams.
Delegate compute-heavy tasks without going through the tedious process of configuring, provisioning, and maintaining external orchestration. FiftyOne Teams scheduler simplifies workflows by automatically assigning built-in compute resources and taking charge of long-running tasks while your AI development continues in parallel.
Management and Compliance
Seamlessly work with enterprise-scale datasets spanning billions of samples across a variety of modalities. Manage data wherever it resides – on-prem or private/public cloud via the browser, notebooks, or Python SDK.
Host FiftyOne Teams in your chosen cloud, on-prem, or air-gapped environment. Use pluggable authentication to configure SSO and role-based access for fine-grained control.
Create versioned snapshots of all dataset changes to ensure compliance with organization standards and industry regulations. Know which datasets your model was trained on, and view or roll back to a specific version whenever you need it.
Key capabilities
Explore, search, filter, and slice your datasets to find samples that match your criteria. Visualize data patterns and distributions using image embeddings, histograms, and charts.
Curate high-quality datasets from public datasets or build and share your datasets. Augment datasets using supported libraries or by connecting to your data source directly with FiftyOne Data Lens.
Find and correct annotation mistakes faster and easier using built-in methods and automation to avoid laborious manual work. Integrate with popular annotation tools to easily and quickly fix errors.
Utilize the vast library of existing plugins or create your own to customize or extend FiftyOne capabilities. Import/export datasets or dataset views in a variety of common or custom formats.
Use VoxelGPT to query, organize, and “talk to your data” using natural language prompts. Search datasets, documentation, API, tutorials, and get answers to any complex ML questions.
Automate AI/ML operations using out-of-the-box or custom workflows and plugins. Schedule tasks for execution on your connected GPU/CPU cluster or with FiftyOne built-in compute.
Get quick resolution to issues through a dedicated Slack support channel and technical experts, as well as onboarding and upgrade assistance, focused training sessions, and more.
Execute model evaluation and analyze performance. Compare models, examine poor-performing samples, and uncover data inadequacies to improve model performance.
Get unlimited data for your team and a flexible licensing model that accounts for current and future needs.
Success Stories
Join millions of developers and thousands of organizations who rely on FiftyOne to successfully develop visual AI