Monocular Depth Estimation for Autonomous Drones using Deep Learning Opportunities

vor 4 Wochen

Ingolstadt, Bayern, Deutschland Fraunhofer-Gesellschaft Vollzeit

The 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 aiming for close cooperation with the city of Ingolstadt and its partners.

For our current projects, we are looking for excellent students who would like to write their thesis in the area of Computer Vision and Deep Learning. The thesis(es) will develop cutting-edge methods for monocular depth estimation, which will be applied in the environment perception of autonomous drones.

Requirements

  • Student of Computer or Data Science, Mathematics, Physics, Electrical and Information Engineering or similar
  • Strong background in the areas of Deep Learning and Computer Vision
  • Excellent academic performance
  • Very good programming skills in Python
  • Experience with frameworks like PyTorch and/or TensorFlow
  • Own work in the field of Computer Vision
  • Deep understanding of neural networks and transformer architectures
  • Structured, self-dependent, and result-oriented way of working
  • Ambition, creativity, and commitment in the daily work routine
  • High motivation and ability to work in a team

What You Can Expect

  • Challenging tasks in cutting-edge and application-relevant subject areas
  • Interdisciplinary research on promising technologies
  • Professional supervision
  • Adequate remuneration
  • A modern research infrastructure
  • Flexible working hours
  • A young, dynamic team in an open and friendly working environment

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.

The Fraunhofer Institute for Transportation and Infrastructure Systems IVI in Dresden employs more than 150 research fellows in five departments and collaborates closely with the TU Dresden, the TU Bergakademie Freiberg, and the Technische Hochschule Ingolstadt.

We value and promote the diversity of our employees' skills and therefore welcome all applications - regardless of age, gender, nationality, ethnic and social origin, religion, ideology, disability, sexual orientation, and identity. Severely disabled persons are given preference in the event of equal suitability.

We look forward to getting to know you.

  • Monocular Depth Estimation Expert for Autonomous Drones

    vor 4 Wochen

    Ingolstadt, Bayern, Deutschland Fraunhofer-Gesellschaft Vollzeit

    The Fraunhofer Application Center for Connected Mobility and Infrastructure at the Technische Hochschule Ingolstadt focuses on current and future topics of automated and cooperative driving. Our research combines diverse competences in the fields of sensor technology, communication, and artificial intelligence, fostering synergies with the local industry and...

  • Monocular Depth Estimation for Autonomous Drones using Deep Learning

    vor 4 Wochen

    Ingolstadt, Bayern, Deutschland Fraunhofer-Gesellschaft Vollzeit

    The Fraunhofer Application Center for Connected Mobility and Infrastructure at the Technische Hochschule Ingolstadt (THI) is seeking excellent students to work on cutting-edge projects in Computer Vision and Deep Learning. The focus is on developing innovative methods for monocular depth estimation, which will be applied in the environment perception of...

  • Monocular Depth Estimation for Autonomous Drones using Deep Learning

    vor 3 Wochen

    Ingolstadt, Bayern, Deutschland Fraunhofer-Gesellschaft Vollzeit

    The 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...

  • Monocular Depth Estimation for Autonomous Drones Using Deep Learning

    vor 4 Wochen

    Ingolstadt, Bayern, Deutschland Fraunhofer-Gesellschaft Vollzeit

    The 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...

  • Cutting-Edge Monocular Depth Estimation Researcher for Autonomous Drones

    Vor 5 Tagen

    Ingolstadt, Bayern, Deutschland Fraunhofer-Gesellschaft Vollzeit

    Company Overview:Fraunhofer-Gesellschaft is a leading research organization in Europe, dedicated to developing key technologies that drive innovation and commercial utilization. Our focus on application-oriented research enables us to tackle real-world challenges and create groundbreaking solutions.Salary:We offer an attractive salary of €40,000 per year,...

  • Machine Learning Researcher for Autonomous Flying Systems

    vor 4 Wochen

    Ingolstadt, Bayern, Deutschland Fraunhofer-Gesellschaft Vollzeit

    At 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...

  • Machine Learning Researcher for Autonomous Flying Systems

    vor 3 Wochen

    Ingolstadt, Bayern, Deutschland Fraunhofer-Gesellschaft Vollzeit

    Research 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...

  • Machine Learning Researcher in Autonomous Flying at Fraunhofer

    vor 3 Wochen

    Ingolstadt, Bayern, Deutschland Fraunhofer-Gesellschaft Vollzeit

    Research 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...

  • Machine Learning Researcher for Autonomous Mobility

    vor 4 Wochen

    Ingolstadt, Bayern, Deutschland Fraunhofer-Gesellschaft Vollzeit

    Improve 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...

  • Master's Thesis in Autonomous Systems and Artificial Intelligence

    vor 4 Wochen

    Ingolstadt, Bayern, Deutschland Fraunhofer-Gesellschaft Vollzeit

    Join Our Research TeamWe are seeking a highly motivated student to contribute to our research projects in Autonomous Systems and Artificial Intelligence. As a research assistant, you will work closely with our team to develop innovative solutions for urban air mobility, autonomous mobility, sensor data fusion, and artificial intelligence.Key...

  • Algorithm Developer for In-Field Sharpness Measurement using Traffic Signs

    vor 4 Wochen

    Ingolstadt, Bayern, Deutschland Fraunhofer-Gesellschaft Vollzeit

    At Fraunhofer-Gesellschaft, we are dedicated to advancing the field of machine learning and computer vision. We are seeking a highly motivated and skilled algorithm developer to join our team and contribute to the development of an algorithm that can accurately and efficiently evaluate the sharpness of images captured by automotive cameras, with a focus on...

  • Autonomous Systems and Artificial Intelligence Researcher

    Vor 7 Tagen

    Ingolstadt, Bayern, Deutschland Fraunhofer-Gesellschaft Vollzeit

    Job Description:At Fraunhofer-Gesellschaft, we are seeking a highly motivated and skilled researcher to contribute to our cutting-edge projects in Autonomous Systems and Artificial Intelligence. The successful candidate will work in a dynamic team to develop innovative solutions for the future of transportation and infrastructure.Key Responsibilities:-...

  • Algorithm Development for In-Field Sharpness Measurement Using Traffic Signs

    vor 3 Wochen

    Ingolstadt, Bayern, Deutschland Fraunhofer-Gesellschaft Vollzeit

    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,...

  • Fachleute für Computer Vision und Deep Learning gesucht

    vor 4 Wochen

    Ingolstadt, Bayern, Deutschland Fraunhofer-Gesellschaft Vollzeit

    Wir suchen exzellente Studentinnen und Studenten, die ihre Abschlussarbeit auf dem Feld Computer Vision und Deep Learning schreiben möchten. Im Rahmen der Arbeit sollen Cutting-Edge-Methoden zur monokularen Tiefenschätzung entwickelt werden, die in der Umfeldwahrnehmung von autonomen Drohnen Anwendung finden.Die Forschung soll in enger Kooperation mit dem...

  • Fachexperten für Computer Vision und Deep Learning gesucht

    vor 4 Wochen

    Ingolstadt, Bayern, Deutschland Fraunhofer-Gesellschaft Vollzeit

    Wir suchen exzellente Studentinnen und Studenten, die ihre Abschlussarbeit auf dem Feld Computer Vision und Deep Learning schreiben möchten. Im Rahmen der Arbeit sollen Cutting-Edge-Methoden zur monokularen Tiefenschätzung entwickelt werden, die in der Umfeldwahrnehmung von autonomen Drohnen Anwendung finden.Was Du bei uns tustAls Teil unseres Teams wirst...

  • Senior Researcher in Machine Learning

    vor 4 Wochen

    Ingolstadt, Bayern, Deutschland Fraunhofer-Gesellschaft Vollzeit

    Improve 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...

  • Senior Researcher in Machine Learning

    vor 4 Wochen

    Ingolstadt, Bayern, Deutschland Fraunhofer-Gesellschaft Vollzeit

    Improve 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...

  • Master's Thesis: Algorithm Development for In-Field Sharpness Measurement using Traffic Signs

    vor 4 Wochen

    Ingolstadt, Bayern, Deutschland Fraunhofer-Gesellschaft Vollzeit

    At 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...

  • Final Thesis in Machine Learning

    vor 3 Wochen

    Ingolstadt, Bayern, Deutschland Fraunhofer-Gesellschaft Vollzeit

    Improve 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...

  • Senior Machine Learning Researcher

    vor 4 Wochen

    Ingolstadt, Bayern, Deutschland Fraunhofer-Gesellschaft Vollzeit

    Improve 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...