GOAL
To develop an AI tool to locate objects with 6 Degrees of Freedom. To deploy this tool in an Edge device using the Bonseyes toolkit.
TECHNOLOGIES
Computer vision, AI, Edge
ABOUT THE PROJECT
Logicmelt: AI talent in the European BonsApps programme
Within the European BonsApps programme, Logicmelt has been selected as an AI Talent for the 6 degrees of freedom object detection challenge. This challenge aims to classify and estimate the position and orientation of objects using a 2D camera, while artificial intelligence translates the information into 3D. This solution revolutionises many robotics and picking applications, where a 3D camera involves high cost and potential health risks.
AI model innovation and deployment at the Edge
To address this challenge, the Logicmelt team developed a customised artificial intelligence model and trained it with 3D renderings of various objects in different scenarios. The results show that the models correctly identify objects and estimate their position and orientation.
These models were deployed on an Edge device with the help of Bonseyes tools, demonstrating that the solution can be run on a compact, low-cost device suitable for any industry.
