AI-based computer Vision Solution

INTEL

“We replicated the assembly cell in our innovation lab, and used the platform to develop our models to detect objects, classify pictures, and segment semantics to monitor and validate the whole process.” Sergio Velasco, Edge Computing and IoT Technical Lead at Bravent

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

The challenge
The need to optimize production channels, solve problems in quality control and improve the process through AI.
The
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.

The solution
AI-based Computer Vision Solution
The
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.

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