Develop and implement algorithms for structured scene perception and understanding including lane detection traffic light and sign detection road topology and online map generation and updating.
Develop image processing chain incl. ISP configuration on SOC rule base compute vision processing
Designing software components and interfaces for algorithms implement and test them in embedded systems.
Conduct hardware accelerator block configure on SOC for image AI processing
Depolyment of models on SOC of various SOC platforms
Qualifications :
Masters degree or higher in Computer Science or related fields (e.g. Artificial Intelligence image processing Computer Science Electronic Information Engineering).
Profound knowledge in the fields of stochastics/statistics and machine learning
Knowledge in Convolutional Neuronal Networks (CNN) and Transformer and practical experience with their implementation in one of the major machine learning frameworks Tensorflow or PyTorch
Good knowledge in C or Python especially practical experience in software development e.g. through participation in student competitions or contributions to open source projects is necessary
Knowledge in software design clean code cloud computing orembedded programming is desirable
Familiar with GPU CUDA cuDNN TensorRT etc.
Team player independent pragmatic analytical thinking systematic and efficient approach willing to learn and committed
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