Environment-Driven Data

Spatial awareness is critical for self-driving car navigation and a growing range of virtual, augmented, and mixed-reality devices for business, industry, healthcare and consumer applications. It takes specialized expertise to capture spatial behavior.

We are experts in developing international initiatives for the capture of high-resolution spatial data in homes, offices, and public spaces.

We can help you anticipate practical issues such as travel patterns and the orientation of public spaces to ensure that devices work as expected. Our team also has the experience and the facilities for geospatial data captures. We know how important it is for products to understand the environment. Therefore, we offer fully-staged environments where you can test and capture your data.

Project Experience

  • International data collection initiative focused on computer vision data for hundreds of rooms in homes
  • A national project to capture lidar-based ground truth data on hundreds of rooms in offices and homes
  • A national initiative to collect data to produce high-quality indoor maps for museums, stadiums, shopping malls, and other venues
  • Managing and running computer vision (CV) labs for programming and collecting CV data utilizing industrial robotic arms
  • 500 unique spaces captured in three months including bedrooms, living rooms, dining rooms, and offices
  • 2000 unique environments captured in two months, including living rooms, bedrooms, and kitchens, each with a specific lighting requirement

Browse Q Library

Ground Truth Data Collection Services for AI – Natural Speech Data Collection

BACKGROUND A popular social media company was preparing to enter the in-home smart-hub market in the fourth quarter of 2018. Already lagging behind the introductions of other smart-hub...

The Importance of Speech Data Collection for Natural Language

On the surface, speech data collection sounds like it should be simple. After all, we all can record our voices with our phones at any time. However, a professional speech data collection project is...

Data Privacy & Security for Ground Truth Data

Ground truth data is observational data from real-world scenarios. It often involves people, and collecting data from people requires consideration of data privacy and security. Indeed, privacy and...

Hand Gesture Data Collection for Head-mounted Devices

Our client, a renowned social media company and product developer, hired us to work on an environmental and human data collection study. The focus of this study was on hand gesture recognition on...

How Virtual Reality Impacts You

The future is here and in our business and personal lives, virtual reality impacts are becoming clear. Watch our webinar here to learn more.

Best Practices for Data Collection During COVID-19

In 2020, COVID-19 upended everyday life and forced businesses to react quickly to public health mandates. Every company grappled with the challenges of staying informed about an ever-changing virus,...


Participants Pool

We have a dedicated global team focused on building a pool of tens of thousands of participants for our human focused data studies. Our participant base has been built with different demographics in mind, including ethnicity, race, gender, skin tone, body structure, and age.

Global Outreach

With a global presence on four continents, Q Analysts can scale our delivery capabilities to meet demanding data collection needs anywhere around the world.

Fully Staged Facilities

We have extensive experience with designing and implementing fully-staged customizable environments in our ISO 27001 compliant Q TestLab facilities around the world. These range from offices to home environments like living rooms, bedrooms, dining rooms to sound proofed rooms and various types of simulated retail storefronts.

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Contact us now to discuss your project