Video editor Jobs in Holzgerlingen
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Video editor • holzgerlingen
Master Thesis in Efficient Video Representations Using Hierarchical Predictions
Bosch GroupRenningen, BW, Germany- Gesponsert
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WFG GmbHGäufelden, Baden-Württemberg, GermanyPraktikant •in Interne Kommunikation Centerleitung
Mercedes-BenzBöblingen, DEMaster Thesis in Efficient Video Representations Using Hierarchical Predictions
Bosch GroupRenningen, BW, GermanyTheRobert Bosch GmbH is looking forward to your application!
- Job Description
- During your thesis you will work on developing a temporal predictive extension of existing foundation models to identify and eliminate redundancy in temporal high-dimensional data, such as video streams. This approach aims to significantly reduce runtime inefficiencies associated with sequential computations, thereby streamlining the inference process and improving overall model performance.
- You will conduct a comprehensive literature review to understand current methodologies.
- Furthermore, you will design a novel model extension that incorporates temporal predictive capabilities, and you will implement training protocols to optimize the model's performance on temporal data.
- Finally, you will evaluate the model's efficiency in terms of computational and energy consumption and analyze the implications of the findings for real-time AI applications.
- Qualifications
- Education :
- Master studies in the field of Natural Sciences and Engineering (like Computer Science, Math, Statistics, Physics, Cybernetics, Electrical Engineering) with very good grades
- Experience and Knowledge :
- strong knowledge and experience in Machine Learning, Deep Learning, Computer Vision, and Python (PyTorch)
- Personality and Working Practice :
- you excel at working independently and driving your own projects forward with strong intrinsic motivation
- Languages :
- fluent in English
- Additional Information
- Start :
- according to prior agreement
- Duration :
- 6 months
- Need further information about the job?
- 49 1525 8813453
The goal of this master thesis is to explore innovative methodologies for enhancing the efficiency of deep neural networks in artificial intelligence applications, particularly in robotics and autonomous driving.
Requirement for this thesis is the enrollment at university. Please attach your CV, transcript of records, examination regulations and if indicated a valid work and residence permit.
Diversity and inclusion are not just trends for us but are firmly anchored in our corporate culture. Therefore, we welcome all applications, regardless of gender, age, disability, religion, ethnic origin or sexual identity.
Volker Fischer (Functional Department)
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