AI-based computer Vision Solution
INTEL
Client: Intel
Industry: Manufacturing, energy, construction, tourism and sport
Date: March 2022
Services: AI-based computer vision solution
Technologies: IoT, IA, Edge, Intel Geti Platform and OpenVINO Toolkit
Situation
We were able to do that, thanks to the support from the Intel Geti platform Early Access Program (EAP).
We did it real when one our of manufacturing clients, with a complex production chain, asked us to automate its assembly process to improve quality controls in its factory and avoid the human error.
We were able to do that, thanks to the support from the Intel Geti platform Early Access Program (EAP).
We did it real when one our of manufacturing clients, with a complex production chain, asked us to automate its assembly process to improve quality controls in its factory and avoid the human error.
Solution
After doing different concept tests, we replicated the assembly cell in our innovation lab to simulate our customer’s manual assembly process, using the Intel Geti platform to develop object detection and image classification models.
Once we created the proof of concept, we developed a mechanism to pick data up from a real assembly line. We were able to enhance our prototype with computer vision models using Intel Geti Platform and data from real applications.
This development allowed us to save time on the imagines labelling and models’ trainings. Also, reduce the manual repetitive tasks and accelerated the work of optimization and implementation of the model.
Intel Geti Platform reduce the model development time, allowing us to deliver our solutions more efficiently and faster.