Top Florida-based Artificial Intelligence and Face Recognition Company Outsources Image Annotation Services to FWS

Case Study on Image Annotation for AI Company

Client Profile - Artificial Intelligence and Face Recognition Company

The client is based in the United States (Florida) and is a venture-funded business enterprise. They use machine learning and computer vision to perform face recognition tasks in photos, videos and other real-world settings.

Client Requirements and Challenges - Specialized Image Editing Support Services

The client needed to capture, categorize, annotate and edit selfie images. Images were to be captured from live videos and then categorized according to facial expressions such as sad or happy. Image corrections were required for backgrounds, lighting and other factors. Based on the complexity of the project, Flatworld Solutions (FWS) offered an initial quality test at no cost.

The project involved these primary challenges -

  • 400 by 400 pixels were needed for each final image.
  • Images that included obscured faces or sunglasses were to be omitted.
  • Clothing and hair features needed to be visible.

The Solution - By Flatworld Solutions

The FWS image editing and annotating specialists developed this solution -

  • The test project team included an account manager and a dedicated image annotation/editing expert.
  • The initial quality test involved 50 images that were to be captured, corrected, categorized and annotated. Live videos were delivered to the FWS team via Google Drive.
  • The test project was completed successfully in one business day.
  • Following the trial, the client outsourced approximately 1000 images per month to FWS.
  • Final images were uploaded to the client's web portal.

Final Results - Processing 250 Weekly Images After Initial Free Test Project

This project illustrates the advantages of working with an outsourcing provider that is willing to perform a free quality test to confirm that results will satisfy client expectations. In this example, the client was pleased with the Flatworld Solutions combination of cost savings, delivery speed, image annotation capabilities and precise image capture results.

FWS is a one-stop outsourcing provider. In addition to specialized services like image annotation, our international team of experts can help with diverse operational needs such as multilingual invoice data entry and data cleansing. We employ a customer-centric data management approach that is customized to meet the specific requirements, scheduling needs and budgets of each client.

The Flatworld Solutions team can work in your time zone - our team operates on a 24/6 schedule that allows easy communication and quick results across multiple time zones. Contact us today for our no-cost assessment and quote regarding your next project.

Contact Us


Decide in 24 hours whether outsourcing will work for you.

We respect your privacy. Read our Policy.

Info Email


Flatworld Solutions

116 Village Blvd, Suite 200, Princeton, NJ 08540


Aeon Towers, J.P. Laurel Avenue, Bajada, Davao 8000

KSS Building, Buhangin Road Cor Olive Street, Davao City 8000