Identify safety and security threats instantly, accurately, and efficiently
Keeping people and property safe and secure is no trivial task. You need to efficiently sift through large streams of data, while maintaining top model performance so no threat is left behind. The good news is FiftyOne is here to help!
Trusted by
Philippe Sawaya
Director of Artificial Intelligence
“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.”
Ivan Ralašić
CTO & Co-Founder
“It’s a great thing to have centralized dataset management in the form of FiftyOne Teams, which really makes our lives easier when curating datasets and training new models. All the team members have the same view on the datasets, which ensures that everyone understands the data used to train the models. This really saves a few hours of back and forth between team members.”
Lanny Lin
Sr. Director of AI & Data Science
“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.”
Patrick Rowsome
Lead Computer Vision Engineer
“It’s a great thing to have centralized dataset management in the form of FiftyOne Teams, which really makes our lives easier when curating datasets and training new models. All the team members have the same view on the datasets, which ensures that everyone understands the data used to train the models. This really saves a few hours of back and forth between team members.”
Safety & security companies rely on FiftyOne and FiftyOne Teams across their AI pipeline
Analysis of real-time video models
Detection of people, vehicles, PPE, & more
License plate detection & license plate recognition
Motion detection & tracking across regions & zones
Smoke & fire detection
Slip & fall detection
Increase Productivity
Save ½ FTE or more of valuable engineering time so you can build more features your customers love
Get to production faster
Shave off 5+ months of development time while deploying your model to production with the high performance you need
Save money
Save thousands of dollars on annotation costs through automation and send just the samples you need off for labeling
Safety & security customers rely on
FiftyOne & FiftyOne Teams to
Easily organize millions of incoming samples
Your app relies on data, metadata, and labels that matter most to you. FiftyOne makes it easy to manage your samples across dozens of formats.
- Multiple data types: images, videos, clips, frames, geolocation, and 3D point clouds
- Any metadata you need: time of day, camera or device ID, location information, weather conditions, and anything else you need in your AI workflows
- Any model you’re working with: person tracking, object detection, action localization, and many more
Quickly find the subsets of data you want
Sifting through massive amounts of data is like searching for a needle in a haystack. With FiftyOne you can pinpoint samples of interest in seconds.
- Create meaningful, balanced datasets: query samples by metadata to correct for imbalances
- Accelerate training data selection: quickly find unique scenarios and anomalies in your data streams
- Cover the edge cases: identify hard samples to strengthen your datasets and model performance
Only annotate what you need
Generating annotations can be complex, cumbersome, and costly. FiftyOne integrates with your favorite annotation tools to become your mission control for annotation workflows.
- Stop passing data around: collaborate with any human in the loop on a single source of truth
- Stop overpaying for annotations: identify your most valuable samples to annotate, then automatically send them to your annotation vendor
- Mitigate annotation mistakes: assess the quality of your annotations to improve both your datasets and models
Continuously build models that perform
Models don’t always perform on new, unseen data. FiftyOne gives you the ability to visualize and compare model performance so you can deploy into production with peace of mind.
- Understand your model’s failure modes: browse model performance at the sample level so you can take the right steps to fix them
- Embrace continuous evaluation: integrate FiftyOne into your training pipeline to evaluate and improve model performance and datasets with every model update
- Withstand the test of time: detect and manage drift in your datasets that naturally occur over time
Streamline your visual AI workflows
Supports all popular
computer vision tasks
> Classification
> Detection
> Instance segmentation
> Semantic segmentation
> Polygons and polylines
> Keypoints
> Point clouds and annotations
> Geolocation
> Embeddings
> Multiview datasets
> Image, video, and 3D data
