Masterand: AI-based Object Detection and Depth Estimation
Porsche AGJob Description
Join our team at Porsche AG as a Masterand focused on AI-based object detection and depth estimation for pre-crash estimations using synthetic data generation and sensor data fusion. This role is pivotal in advancing our driver assistance systems and highly automated driving technologies.
Responsibilities
- Sensor Data Fusion: Develop a sensor data fusion system for object detection and distance estimation.
- Machine Learning Model Training: Train and optimize machine learning models for object recognition using computer vision techniques.
- Synthetic Data Utilization: Leverage synthetic data to enhance model accuracy and robustness.
- Research and Development: Conduct literature reviews on existing datasets and models, and define the limitations of current methodologies.
- Testing and Validation: Create test cases to validate data and model methods.
Requirements
- Educational Background: Currently pursuing a degree in Computer Science, Informatics, or a related field with a focus on Machine Learning and Computer Vision.
- Programming Skills: Proficiency in Python and experience with libraries such as Pytorch, Tensorflow, Keras, Pandas, Numpy, and CV2. Knowledge of ROS and C++ is a plus.
- Language Skills: Good command of English and German.
- Teamwork and Communication: Strong ability to work in a multicultural team and communicate effectively.
- Analytical Skills: Structured approach to problem-solving and the ability to drive projects independently.
About Porsche
At Porsche, we are driven by dreams and the pursuit of excellence. We offer a dynamic work environment where innovation and tradition meet. Our employees are at the heart of our success, and we provide numerous opportunities for career growth and development.
Application Process
Interested candidates should apply online by submitting a complete application package, including a cover letter, resume, and relevant certificates. Please note that we only accept applications through our online portal.
We welcome applications from individuals with disabilities and are committed to providing an inclusive work environment.
Additional Information
This position is based in Weissach, Germany, and requires on-site presence. Applicants from the European Economic Area will need a valid ID or passport, while those from outside the area will require a residence and work permit for the duration of the internship.
Benefits Extracted with AI
- Flexible working hours
- Career development opportunities
- Inclusive work environment
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