Algorithm Development for In-Field Sharpness Measurement Using Traffic Signs
vor 4 Wochen
At the Fraunhofer Application Center »Connected Mobility and Infrastructure«, we are dedicated to investigating and developing concepts to design the mobility of the future in a safer, more efficient, and resource-saving way. Our research focuses on automated and cooperative driving, combining a wide range of competencies in sensor technology, communication, and artificial intelligence. We use synergies with local industry and work closely with the city of Ingolstadt and its partners.
Job Description
We are seeking motivated students to write their final thesis in the field of machine learning/computer vision. The primary goal of this master's thesis is to develop an algorithm that can accurately and efficiently evaluate the sharpness of images captured by automotive cameras, with a focus on traffic signs. Given the increasing reliance on car cameras for applications ranging from autonomous driving to traffic surveillance, ensuring optimal image clarity is crucial. Traffic signs, with their standardized design and critical importance for navigation, are ideal reference points for this process.
Requirements
- Enrolled in one of the following or related fields of study: Data Science, Electrical and Information Engineering, Physics, Aeronautical and Automotive Engineering, Computer Science, Mathematics, or Mechanical Engineering
- Strong background in machine learning, deep learning, and/or computer vision
- Good programming skills in Python (and C++)
- Basic knowledge of optics, including concepts like PSF, MTF, sharpness, aberrations, etc.
- Motivation and ability to work in a team
- Initiative and creativity
- Very good grades
What We Offer
- Valuable and practical projects
- Professional supervision
- Motivated teams in an open-minded working atmosphere
- A modern research infrastructure
- Flexible working hours
Fraunhofer is Europe's largest application-oriented research organization. Our research efforts are geared entirely to people's needs: health, security, communication, energy, and the environment. We are creative. We shape technology. We design products. We improve methods and techniques. We open up new vistas.
-
Ingolstadt, Bayern, Deutschland Fraunhofer-Gesellschaft VollzeitAt the Fraunhofer Application Center, we are dedicated to designing the mobility of the future in a safer, more efficient, and resource-saving way. Our research focuses on automated and cooperative driving, combining competencies in sensor technology, communication, and artificial intelligence. We are seeking motivated students to work on a master's thesis...
-
Ingolstadt, Bayern, Deutschland Fraunhofer-Gesellschaft VollzeitAt Fraunhofer-Gesellschaft, we are seeking a highly motivated researcher to join our team at the Application Center "Connected Mobility and Infrastructure" at Technische Hochschule Ingolstadt (THI). Our research team specializes in using machine learning and computer vision to transform the field of highly automated flying systems.We are looking for a...
-
Senior AV Field Engineer
vor 4 Wochen
Ingolstadt, Bayern, Deutschland Integration Engineering VollzeitTransforming MobilityMobileye is revolutionizing the way we drive, from preventing accidents to semi and fully autonomous vehicles. As an AV Field Engineer, you will play a crucial role in leading this revolution.Your ResponsibilitiesWork alongside development teams of a leading international automotive company.Provide direct technical support to customers,...
-
Ingolstadt, Bayern, Deutschland Snaphunt VollzeitRole OverviewWe are seeking a highly skilled Automotive Quality Assurance Specialist to join our team in the development of an IVI system. This individual will be responsible for ensuring the highest quality standards in testing and verification processes.About the RoleThis is a challenging opportunity for a seasoned Test Engineer with experience in field...
-
Ingolstadt, Bayern, Deutschland Fraunhofer-Gesellschaft VollzeitResearch Position in Machine Learning for Autonomous FlyingThe Fraunhofer Application Center "Connected Mobility and Infrastructure" at Technische Hochschule Ingolstadt (THI) focuses on current and future topics of automated and cooperative driving. Our research team specializes in using machine learning and computer vision to transform the field of highly...
-
Ingolstadt, Bayern, Deutschland Fraunhofer-Gesellschaft VollzeitResearch Opportunities in Machine Learning for Autonomous FlyingThe Fraunhofer Application Center "Connected Mobility and Infrastructure" at Technische Hochschule Ingolstadt is seeking a highly motivated researcher to join our team and contribute to the development of machine learning algorithms for autonomous flying systems. Our research focuses on current...
-
Senior AV Field Engineer
vor 4 Wochen
Ingolstadt, Bayern, Deutschland Integration Engineering VollzeitAbout the RoleMobileye is transforming mobility by bringing cutting-edge, safe-by-design premium ADAS and self-driving technology to the market. As an AV Field Engineer, you will be the connecting link between Mobileye and its customers, providing technical support, analysis, and integration in the development of next-generation semi-autonomous driving...
-
Senior AV Field Engineer
vor 3 Wochen
Ingolstadt, Bayern, Deutschland Integration Engineering VollzeitMobileye AV Field Engineer Job DescriptionThe position involves working alongside the development teams of a leading international automotive company, providing direct technical support to customers and influencing the design and application of advanced vision-based semi-autonomous driving systems.Provide technical support to customers and collaborate with...
-
Final Thesis in Machine Learning
vor 4 Wochen
Ingolstadt, Bayern, Deutschland Fraunhofer-Gesellschaft VollzeitImprove Your Programming Skills in Machine LearningWe are seeking exceptional candidates to write their final thesis with a focus on machine learning and reinforcement learning. Our research at the Fraunhofer Application Center addresses current and future topics of automated and cooperative driving, including urban air mobility.What You Will DoIn your...
-
Ingolstadt, Bayern, Deutschland DIS AG VollzeitAbout the JobWe are looking for a skilled software engineer to join our team. The ideal candidate will have a strong background in artificial intelligence and machine learning, as well as software development skills.Key ResponsibilitiesDesign and develop software applications using AI and ML algorithmsCollaborate with cross-functional teams to integrate AI...
-
Senior Researcher in Machine Learning
vor 4 Wochen
Ingolstadt, Bayern, Deutschland Fraunhofer-Gesellschaft VollzeitImprove Your Programming Skills in Machine LearningWe are seeking exceptional candidates to write their final thesis with a focus on machine learning and reinforcement learning.Our research at the Fraunhofer Application Center addresses current and future topics of automated and cooperative driving, including urban air mobility.What You Will DoIn your...
-
Ingolstadt, Bayern, Deutschland Fraunhofer-Gesellschaft VollzeitThe Fraunhofer Application Center for Connected Mobility and Infrastructure at the Technische Hochschule Ingolstadt focuses on current and future topics of automated and cooperative driving. The center combines diverse competences in the fields of sensor technology, communication, and artificial intelligence, fostering synergies with the local industry and...
-
Senior Electronic Development Engineer
vor 4 Wochen
Ingolstadt, Bayern, Deutschland YiDa Business Consulting & Translation Services VollzeitAbout the RoleWe are seeking a highly skilled Senior Electronic Development Engineer to join our team at YiDa Business Consulting & Translation Services. As a key member of our team, you will be responsible for leading the development of electronic components for automotive lighting products.Key ResponsibilitiesDevelop and implement electronic development...
-
Senior AV Field Engineer
vor 4 Wochen
Ingolstadt, Bayern, Deutschland Integration Engineering VollzeitJob SummaryMobileye is seeking an experienced AV Field Engineer to join our team. As a key member of our integration team, you will be responsible for providing technical support and analysis to our customers, ensuring the successful integration of our advanced vision-based semi-autonomous driving systems.Key ResponsibilitiesProvide technical support and...
-
Ingolstadt, Bayern, Deutschland Fraunhofer-Gesellschaft VollzeitThe Fraunhofer Application Center "Connected Mobility and Infrastructure" at the Technische Hochschule Ingolstadt (THI) focuses on current and future topics of automated and cooperative driving. Diverse competences in the fields of sensor technology, communication, and artificial intelligence are combined, fostering synergies with the local industry and...
-
Android Software Developer
vor 1 Woche
Ingolstadt, Bayern, Deutschland Trust In SODA VollzeitWe are seeking an experienced Android Engineer to join our team at Trust in SODA. As a key member of our software development team, you will be responsible for building cutting-edge infotainment software using the Android SDK.Main Responsibilities:Developing bespoke navigation functions, web-based radio functionality, and enablers for web services.Utilizing...
-
Senior Researcher in Machine Learning
vor 4 Wochen
Ingolstadt, Bayern, Deutschland Fraunhofer-Gesellschaft VollzeitImprove Your Programming Skills in Machine LearningWe are seeking exceptional candidates to write their final thesis with a focus on machine learning and reinforcement learning.Our research at the Fraunhofer Application Center addresses current and future topics of automated and cooperative driving, including urban air mobility.What You Will DoIn your...
-
Digital Marketing Specialist
vor 1 Tag
Ingolstadt, Bayern, Deutschland Bicester Village VollzeitJob SummaryWe are seeking an experienced Digital Marketing Specialist to join our team at Bicester Village. As a key member of our marketing department, you will be responsible for developing and implementing social media strategies to engage our audience and drive business growth.About the RoleCreate and curate high-quality content that showcases our luxury...
-
Ingolstadt, Bayern, Deutschland Fraunhofer-Gesellschaft VollzeitJob Description:We are seeking a highly skilled researcher to join our team at the Fraunhofer Application Center "Connected Mobility and Infrastructure" in Ingolstadt. The successful candidate will work on cutting-edge projects related to sensor data fusion and artificial intelligence, focusing on the development of algorithms for 3D multi-object tracking...
-
Senior Test Engineer for Verification
vor 4 Wochen
Ingolstadt, Bayern, Deutschland Snaphunt VollzeitThe OpportunityWe are seeking a skilled Driver and Test Engineer to join our team in its work on IVI automotive project on-site. The client is willing to have the driver on-site (with QA experience) and the QA engineer (2 persons) who will perform field testing using a pre-production prototype car with a new-generation IVI system.Key...