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Visual AI performance starts with better data
Identify failure modes, biases, and data gaps standing in the way of getting visual AI into production. FiftyOne is the most powerful way to analyze, curate, and evaluate multimodal datasets to improve model performance.
Customers
Loved by AI builders, trusted by enterprises
Key capabilities
FiftyOne lets you visualize, curate, and analyze datasets at scale
Visualize and manage data
- Visualize and manage millions of data samples across diverse data formats and modalities – images, videos, 3D, point clouds – in the cloud or on-prem
- Organize samples with metadata and label types such as classification, object detection, segmentation, and more
- Easily search through and visualize data samples and labels that match your criteria
Query, sort, slice, and dice to curate quality datasets
- Filter, sort, tag, or group by image, frames, text similarity, and more using attributes and natural language prompts
- Weed out low-quality samples by blurriness, brightness, entropy, and more
- Group, merge, or save interesting dataset views while securely collaborating with your team
Analyze data patterns and distributions to select an effective training dataset
- Understand and analyze data using embeddings to find hidden patterns and structures to uncover outliers, potential data gaps, and labeling errors
- Find the most optimal samples to train on using advanced ML techniques that search for similar, typical, or unique samples
- Easily augment datasets by searching and previewing billions of data samples from your data source directly within FiftyOne
Understand model strengths and weaknesses to improve performance
- Evaluate and analyze model detections and aggregate metrics such as mAP, precision, recall, f1 scores, and more
- Uncover model failure modes by conducting sample-level analysis to view the best/worst-performing samples and edge cases
- Compare model metrics on multiple models to understand which model performs best and why
Optimize annotation processes to save time and costs
- Reduce the need for large-scale manual labeling by using automated zero-shot techniques on raw data
- Identify incorrect annotations, missed objects, or incorrect bounding boxes earlier in the workflow and queue samples for inspection
- Carefully mine samples that your model finds hard to train on and queue those for labeling instead of blindly sourcing and labeling all samples
Benefits & ROI
Transform your business with FiftyOne
Build better models
Achieve accurate, reliable performance by refining models and datasets together.
30%
increase in model accuracy
Accelerate time to value
Save development time and costs by adopting efficient workflows and best practices.
5+
months of development time saved
Increase productivity
Enable teams to deliver more innovation and impact with a solution that improves development velocity.
50%
boost in team productivity
Deploy Anywhere
Your data on your terms
Cloud
On-Premises
Hybrid
Air-Gapped
Integrations
DEVELOPER RESOURCES
Loved by millions of ML engineers
Testimonials
Trusted by enterprises
“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.”
Pavan Nanjundappa
Data Science Manager | Allstate
“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.”
Lanny Lin
Sr. Director of AI and Data Science | Vivint
“FiftyOne 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 has added tremendous value to our computer vision processes.”
Philippe Sawaya
Director of Artificial Intelligence | ADT Commercial
“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.”
Pavan Nanjundappa
Data Science Manager | Allstate
“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.”
Lanny Lin
Sr. Director of AI and Data Science | Vivint
“FiftyOne 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 has added tremendous value to our computer vision processes.”
Philippe Sawaya
Director of Artificial Intelligence | ADT Commercial
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Join thousands of organizations who rely on FiftyOne to achieve success with their visual AI.