JAN SCHEERER
Résumé
Experience
Fraunhofer Institute of Optronics, System Technologies and Image Exploitation | May 2024
- Collaborated on semantic image segmentation projects focusing on bulk materials.
- Completed master's thesis in collaboration with Fraunhofer IOSB.
FZI Research Center for Information Technology | Oct. 2020 – Apr. 2023
- Co-authored research publication in IEEE MEMEA: Effects of Medical Clothing on Person Re-Identification Algorithms
- Conducted research on Person Re-Identification, Surgery Phase Detection, Pose Estimation, and Pose Tracking.
- Completed bachelor's thesis in collaboration with FZI.
Education
KIT Karlsruhe Institute of Technology | Oct. 2017 – Dec. 2024
- Master of Science in Electrical Engineering and Information Technology.
- Bachelor of Science in Electrical Engineering and Information Technology.
- Bachelor Thesis: Explored the effects of medical clothing on person re-identification algorithms and proposing enhancements for model accuracy.
Skills
- Proficient in Linux operating systems.
- Skilled in Python programming with basic knowledge of C/C++.
- Experienced with PyTorch Library, OpenCV, NumPy, and Matplotlib.
- Contributed to Vinepilot project, specializing in image segmentation for vineyards.
- Fluent in German and English.
Projects
Here, you can explore my current and previous software projects that I have worked on.
New Project
More intriguing projects are currently in progress and will be published soon as well.
VinePilot (2024)
Vinepilot is all about bringing innovation to vineyards! It focuses on data collection and model development for vision-based driving systems in viticulture, making agriculture smarter and more efficient.
© Jan Scheerer 2024
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