Optimizing Deep Learning Models with Synthetic Data

At Fraunhofer IPT, we're pushing the boundaries of digital production. As a Synthetic Data Engineer, you'll play a crucial role in enhancing deep learning models for production use cases. Your mission will be to design and optimize image augmentation pipelines that enrich existing datasets with synthetic images, thereby increasing the performance of deep...

At the Fraunhofer IPT in Aachen, we work with a team of experts to make production more digital, flexible, and sustainable. In the department of Production Quality, we focus on digitalizing production systems to increase quality, resilience, and sustainability. Our goal is to automate visual process monitoring and quality control using deep learning models,...

Job DescriptionWe are seeking a highly motivated and skilled researcher to work on a Bachelor/Master thesis project at the Fraunhofer Institute for Production Technology IPT in Aachen. The project focuses on optimizing deep learning models for production use cases by generating synthetic data.Project OverviewThe application of deep learning models to...

Job DescriptionWe are seeking a highly motivated and skilled researcher to work on a Bachelor/Master thesis project at the Fraunhofer Institute for Production Technology IPT in Aachen. The project focuses on optimizing deep learning models for production use cases by generating synthetic data.Project OverviewThe application of deep learning models to...

Job DescriptionWe are seeking a highly motivated and skilled researcher to work on a Bachelor/Master thesis project at the Fraunhofer Institute for Production Technology IPT in Aachen. The project focuses on optimizing deep learning models for production use cases by generating synthetic data.Project OverviewThe application of deep learning models to...

Job DescriptionWe are seeking a highly motivated and skilled researcher to work on a Bachelor/Master thesis project at the Fraunhofer Institute for Production Technology IPT in Aachen. The project focuses on optimizing deep learning models for production use cases by generating synthetic data.Project OverviewThe application of deep learning models to...

Job DescriptionWe are seeking a highly motivated and skilled researcher to work on a Bachelor/Master thesis project at the Fraunhofer Institute for Production Technology IPT in Aachen, Germany.Project OverviewThe project focuses on optimizing deep learning models for production use cases by generating synthetic data. The goal is to design effective...

Job DescriptionWe are seeking a highly motivated and skilled researcher to work on a Bachelor/Master thesis project at the Fraunhofer Institute for Production Technology IPT in Aachen, Germany.Project OverviewThe project focuses on optimizing deep learning models for production use cases by generating synthetic data. The goal is to design effective...

Job DescriptionWe are seeking a highly motivated and skilled individual to join our team at the Fraunhofer Institute for Production Technology IPT as a researcher in the department of Production Quality. The successful candidate will work on a current and practice-relevant topic, investigating how optimization methods can be used to optimize augmentation...

Job DescriptionWe are seeking a highly motivated and skilled individual to join our team at the Fraunhofer Institute for Production Technology IPT as a researcher in the department of Production Quality. The successful candidate will work on a current and practice-relevant topic, investigating how optimization methods can be used to optimize augmentation...

At Fraunhofer-Gesellschaft, we are committed to developing key technologies that drive innovation and sustainability. In the department of Production Quality, our team applies digital technologies to optimize production processes, leveraging artificial intelligence to make production more efficient and sustainable. One of our key areas of focus is optimizing...

Job DescriptionWe are seeking a highly motivated and skilled individual to join our team as a Deep Learning and Machine Learning Engineer. In this role, you will be responsible for creating and preparing image and tabular data in collaboration with experts, implementing Deep Learning and Machine Learning models depending on the use case, comparing Deep...

Job DescriptionWe are seeking a highly motivated and skilled individual to join our team as a Deep Learning and Machine Learning Engineer. In this role, you will be responsible for creating and preparing image and tabular data in collaboration with experts, implementing Deep Learning and Machine Learning models depending on the use case, comparing Deep...

Join Our Team as a Master's Thesis ResearcherWe are seeking a highly motivated and skilled researcher to join our team at the Fraunhofer Institute for Production Technology IPT in Aachen. As a master's thesis researcher, you will have the opportunity to work on a cutting-edge project focused on developing a deep learning-based defect detection system for...

Join Our Team as a Master's Thesis ResearcherWe are seeking a highly motivated and skilled researcher to join our team at the Fraunhofer Institute for Production Technology IPT in Aachen. As a master's thesis researcher, you will have the opportunity to work on a cutting-edge project focused on developing a deep learning-based defect detection system for...

At Fraunhofer IPT, we are working on optimizing production processes for lithium-ion battery cells and fuel cells. To achieve this, we are developing a deep learning-based defect detection system. As part of your master's thesis, you will investigate different deep learning approaches for defect detection and implement them in the system.Key...

At the Fraunhofer IPT in Aachen, we work with more than 530 employees every day to make the production of the future more digital, more flexible, and more sustainable. In the department "Production Quality", we apply digital technologies to optimize production processes by using artificial intelligence to make production more sustainable. One focus of our...

At the Fraunhofer IPT, we are working on developing key technologies for the future. In the department of Production Quality, we apply digital technologies to optimize production processes using artificial intelligence. One focus of our work is on optimizing the production processes for lithium-ion battery cells and fuel cells. Within the scope of your...

At Fraunhofer IPT, we are working on developing key technologies for the future. In the department Production Quality, we apply digital technologies to optimize production processes. One focus of our work is on optimizing the production processes for lithium-ion battery cells and fuel cells. Within the scope of your thesis, you will investigate deep...

Job DescriptionIn the field of manufacturing, Deep Learning (DL) and Machine Learning (ML) have numerous applications. Examples include the production of rockets, stem cells for cancer treatment, optics, and lightweight components. Our industry projects involve creating DL and ML pipelines for production applications, which are then implemented directly on...