Home Security

Detect and Identify Humans in External Home Environment

Understand Human Behavior in External Home Environments

The Datagen Platform provides high quality, perfectly annotated data in the form of video and images that are used to train CV ML models for tasks related to understanding human behavior in external home environments

Use case examples

Package Delivery

A person is delivering a package

Person Detection

A person is trying to enter from a back door

Delivery Person Identification

A delivery person is approaching the entrance

Generate faces and full-body simulated data to quickly iterate on your model and improve its performance

Why Datagen for Home Security

The right domain-specific data

Controllable camera devices

Controllable data generation

Frictionless granular control by the computer vision engineer

Automatic annotations

3D ground truth annotations and perfect 2D quality

Zero biases in the data distribution

Ability to define the distributions for every part of the data with no inherent biases

Resources

Synthetic Data: Key to Production-Ready AI in 2022

Survey report

Facial Landmark Detection Using Synthetic Data

Whitepaper

Solving Privacy Concerns With Synthetic Data

eBook

Implementing Data-Centric Methodology with Synthetic Data

On-demand webinar

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