Case Study: Leading Artificial Intelligence Company improves image categorization with Flatworld Solutions

Leading artificial intelligence company gets image categorization and analysis services from fws

Leading Artificial Intelligence Company, a U.S.-based venture-funded firm in Florida, needed help collecting open-source celebrity images and categorizing them for facial recognition software improvement. The company asked Flatworld Solutions to analyze facial expressions and organize images by attributes such as expression type, gender, and facial landmarks, while filtering out unusable images like blurry shots, poor angles, and photos with multiple people.

Flatworld Solutions began with a free trial of 10–15 images, trained one data entry specialist, and then scaled the team to 10 specialists after the trial succeeded. The full project, covering 100,000 to 200,000 images, was completed on time, with image data entered into MS Excel and shared via Google Drive. The client reported significant time and cost savings, and Flatworld Solutions delivered the work successfully despite the complex image-selection requirements.