25 km
Infineon Technologies AG
Working Student: ADA (f­­/­­m­­/­­div) 04.10.2024 Infineon Technologies AG Warstein
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Working Student: ADA (f/m/div)
Infineon Technologies AG
Warstein
Aktualität: 04.10.2024

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04.10.2024, Infineon Technologies AG
Warstein
Working Student: ADA (f/m/div)
Aufgaben:
Take responsibility: You will develop a foundation model that can be easily customized and fine-tuned for various vision tasks using Infineon's dataset Data is everything: You work on a model which should be capable of accommodating images of different sizes and spatial resolutions, effectively utilizing the spectral information, and outperforming existing models for downstream tasks Expand your horizons: You will deal with Infineon's unique dataset, which differs significantly from standard image datasets Identify needs: You optimize the model to effectively utilize spectral information, potentially drawing inspiration from models like DINOv2, Mask Auto Encoder (MAE), IJEPA Experience research: You investigate multi-stage pretraining techniques to improve model performance Reliable work: You validate the model's performance through ablation studies and comparison with existing foundation models
Qualifikationen:
Study field: You are currently studying Data Science, Electrical Engineering, Informatics or a related subject Experience: You are familiar with foundation models, such as Segment Anything and Masked Auto Encoder (MAE). IJEPA, DIN Personality: You have excellent communication and presentation skills as well as strong problem-solving and analytical skills Skills: You are proficient in programming languages, such as Python, deep learning frameworks, such as TensorFlow or PyTorch and in Bash scripting, Linux terminal knowledge to streamline data processing; model training would be advantageous Language skills: You have good English skills, both written and spoken

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