Computer Vision for Security Use Cases

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Visual AI in

Security

Identify safety and security threats instantly, accurately, and efficiently with solutions built using FiftyOne.

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Benefits

Streamline security & safety AI systems with FiftyOne

Building computer vision solutions that keep people and property safe and secure requires being able to efficiently sift through large streams of data. FiftyOne helps you bring data insights that enable top model performance so no threat is left behind.

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 delivering better models with the high performance you need.

Save money

Save significant amounts of money on annotation by identifying just the samples you need to send for labeling.

Use cases

Visual AI use cases in security powered by FiftyOne

Computer vision enables solutions to key use cases in security. That’s why leaders and innovators building security solutions rely on FiftyOne.

Real-time video analysis

Use computer vision algorithms to analyze live video streams from security cameras to recognize potential threats and risks.

Detection of people, vehicles, PPE, and more

Apply detection and classification models to identify objects, people, and other items in visual data.

Smoke and fire detection

Identify and alert when fire is detected to increase safety and minimize damage.

Motion detection and tracking

Track people and objects across cameras and locations to better identify safety and security risks.

Slip and fall detection

Immediately recognize hazard detection and accidents across sites to enhance safety.

License plate detection and recognition

Automatically detect identifying information for vehicles and equipment.

Features

How visual AI can help you

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.

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

features

Designed for AI builders

FiftyOne natively supports and enables the computer vision building blocks needed to develop robust automotive AI solutions.

Classification
Detection
Segmentation
Polygons and polylines
Keypoints
Pointclouds

Heatmaps
Geolocation
Embeddings
Multiview datasets
Images, videos, and 3D data

“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 Intellignce, ADT Commercial

“It’s a great thing to have centralized dataset management in the form of FiftyOne, 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.”
Ivan Ralašić
CTO & Co-Founder, Forsight

“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.”
Lanny Lin
Sr. Director of AI & Data Science, Vivint

“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.”
Patrick Rowsome
Lead Computer Vision Engineer, Protex AI

Resources

Learn more about visual AI in security

Learn how leading companies are using visual AI to build solutions that ensure safety and security.

How computer vision is changing safety & security

Computer Vision and AI are driving innovation in the security industry, augmenting CCTV cameras, security checkpoints, search and rescue, and more.

Data eats models for lunch

Talk to our computer vision experts to start building better datasets and models.

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