Job
- Level
- Junior
- Job Field
- Software, Data
- Employment Type
- Part Time/Full Time
- Contract Type
- Internship / school internship
- Location
- Ingolstadt
- Working Model
- Hybrid, Onsite
Job Summary
In this role, you develop algorithms for 3D object tracking through heterogeneous sensor data fusion, including the application of AI and testing in a digital twin environment.
Job Technologies
Your role in the team
- Development of algorithms for 3D multi-object tracking based on heterogeneous sensor data fusion (standard and/or AI-based approaches), including the integration of concepts such as reinforcement learning and multi-agent reinforcement learning.
- Further development and use of virtual test environments - digital twin of the "First Mile" test field in the CARLA simulation environment.
- Simulative generation of a data set for training AI algorithms.
- Research in the field of view synthesis with transformer models and 4D reconstruction in combination with Gaussian splatting.
- Synthesis of new, photorealistic images with object manipulation for dataset generation using state-of-the-art view synthesis methods, based on multi-view sensor perspectives of the "First Mile" test field.
- Validation of the developed algorithms and execution of tests on the test bed "First Mile".
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Our expectations of you
Qualifications
- Student in Computer or Data Science, Mechanical Engineering, Mathematics, Physics, Electrical and Information Engineering, or a related field.
- Sehr gute Programmierkenntnisse in Python.
- Interest in topics of artificial intelligence.
- 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.
Experience
- Experience with frameworks such as ROS and PyTorch/TensorFlow.
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Benefits
Health, Fitness & Fun
Work-Life-Integration
Topics that you deal with on the job
Job Locations
This is your employer
Fraunhofer-Gesellschaft zur Förderung der angewandten Forschung e.V.
The Fraunhofer Society is the largest organization for applied research in Europe. We align our research fields with people's needs: health, safety, communication, mobility, energy and the environment. We are creative and design technology. We design products, improve processes and open up new avenues.
Description
- Company Size
- 250+ Employees
- Company Type
- Established Company
- Working Model
- Full Remote, Hybrid, Onsite
- Industry
- Science, Research
Dev Reviews
by devworkplaces.com
Total
(1 Review)3.5
Engineering
2.8Workingconditions
4.2Career Growth
3.7Culture
3.5
Student assistant Sensor Data Fusion and AI
- Location
- Ingolstadt
- Working Model
- Hybrid, Onsite
- Diversity
- Open for all genders
