Thesis Work - Automation utilizing Computer Vision

Teknik, data och digitalt · Data, AI och analys · Maskininlärning · Datavetenskap · Mjukvaruutveckling

I korthet

This thesis work focuses on developing automation solutions using computer vision for Scania's Smart Factory Lab. The project will investigate how multi-camera information can improve object detection and verification in complex industrial scenarios, aiming to build a proof of concept using Scania's standardized tools. It is ideal for Master's students in relevant fields seeking practical experience and future career opportunities.

Ansvarsområden

Investigate how information from multiple camera views can be combined to improve the reliability of object detection and verification.
Develop a working proof of concept in a relevant industrial use case.
Explore best practices for multi-camera computer vision.
Evaluate how multi-camera spatial reasoning can improve robustness, detection accuracy, and verification of objects and their features.
Adapt and integrate Scania’s standardized computer vision tool to support multi-camera solutions.

Krav

Master's program in machine engineering, production engineering, management, computer science, data science, or related fields.
CV, personal letter, and transcript of grades.
Knowledge in computer vision.
Understanding of automation principles.
Familiarity with data science or machine learning concepts.

Önskade kvalifikationer

Previous work exploring computer vision in logistics.
Experience with combining information from multiple viewpoints for object detection.
Reasoning about spatial relationships between cameras, objects, and detected features.

Förmåner

Excellent opportunity to get closer to Scania and build relationships for the future.
The work contributes to the continued development of scalable and reusable computer vision solutions within Scania.
Potential to start a Scania career, as many employees began with their degree project.

Färdigheter

Computer VisionAutomationMachine LearningData ScienceObject DetectionSpatial Reasoning

#Thesis#Automation#Computer Vision#Smart Factory#Scania#Production#Logistics#Machine Engineering#Production Engineering#Management#Computer Science#Data Science#Multi-camera#Object Detection#Verification

Om Scania Group

Scania is a world-leading provider of transport solutions committed to a better tomorrow. Our purpose is to drive the shift towards a sustainable transport system. In doing so, we are creating a world of mobility that’s better for business, society and our environment. Employing more than 50,000 people in about 100 countries, Scania’s research and development is concentrated in Sweden, while production takes place in Europe and South America.

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