Toptal advances AI-generated gaming with object identification.
A technology and gaming company partnered with Toptal to revolutionize its AI-generated game by incorporating advanced object identification capabilities.
Client
An Israel-based production studio building interactive games and apps alongside animation and video content for global audiences.
Employees
Industry
TechnologyDelivered Services
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The company lacked a robust solution to identify and outline objects in diverse, high-resolution AI-generated images without an existing dataset.
Solution
Meta’s AI Segment Anything Model
Toptal built a custom dataset by scraping diverse, high-resolution images and customizing Meta’s AI Segment Anything model for advanced object detection.
Precision Object Detection
Toptal enhanced detection accuracy using OpenCV’s contour extractor, refining object outlines for clean, precise results.
Outcome
Enhanced Game Development
Toptal’s system for identifying and outlining objects in AI-generated images advanced the company’s game concept significantly.
Precise Object Outlines
Meticulous post-processing techniques ensured precise object outlines, opening new development opportunities for the company.
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