Computer Science and Mathematics Student for Real-time Light and Weather Adaption in Game Engines
vor 2 Wochen
The use of synthetic data in the development of image-based detection techniques is becoming increasingly important due to the lack of publicly available data, the cost intensity, and the high time expenditure associated with acquiring labeled data. Game engines provide plugins for setting the sun's position and generating clouds, but these configurations typically require manual intervention and lack calibration. Automating and calibrating this process can be beneficial for the generation of more realistic data, thus improving the quality of the training data.
The objective of this work is to create a pipeline for the generation of realistic lighting and weather conditions in the Unreal Engine, driven by real-time data. The pipeline should be calibrated using luminescence sensors to recreate the lighting conditions within the Unreal Engine. Thus, the work combines the development of a virtual measuring plugin for luminescence in the Unreal Engine, real and virtual measurements in a Digital Twin environment, and the data-driven generation of Sky Lights and Volumetric Clouds.
Key responsibilities include:
- Generating an Unreal Engine plugin that allows luminescence measurements on surfaces
- Implementing a pipeline for the automatic generation of real data-driven lighting and weather conditions in the Unreal Engine
- Calibrating the pipeline using real and virtual measurement data
Requirements:
- currently enrolled as a Master student in computer science, mathematics, optical engineering or similar major
- experience in working with Unreal or Unity (or something comparable)
- interest in deep learning, image processing, and object detection
- basic Python and C++ skills
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Sankt Augustin, Nordrhein-Westfalen, Deutschland Deutsches Zentrum für Luft- und Raumfahrt (DLR) VollzeitAt the German Aerospace Center (DLR), we offer an exciting and inspiring work environment for talented individuals to shape the future with research and innovation. Our institute is seeking a highly skilled Computer Vision Researcher to join our team in Sankt Augustin.Job DescriptionWe are looking for a researcher to support object detection using synthetic...
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Sankt Augustin, Nordrhein-Westfalen, Deutschland Deutsches Zentrum für Luft- und Raumfahrt (DLR) VollzeitThe Deutsches Zentrum für Luft- und Raumfahrt (DLR) is seeking a student to work on a project that aims to create a pipeline for the generation of realistic lighting and weather conditions in the Unreal Engine, driven by real-time data. The pipeline should be calibrated using luminescence sensors to recreate the lighting conditions within the Unreal...
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Sankt Augustin, Nordrhein-Westfalen, Deutschland Deutsches Zentrum für Luft- und Raumfahrt (DLR) VollzeitWe are seeking a highly motivated student to join our team at the Deutsches Zentrum für Luft- und Raumfahrt (DLR) to work on a project that combines the development of a virtual measuring plugin for luminescence in the Unreal Engine, real and virtual measurements in a Digital Twin environment, and the data-driven generation of Sky Lights and Volumetric...
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