Academic Internship - Deep Learning, Object Tracking

Company Description

At Bosch, we shape the future by inventing high-quality technologies and services that spark enthusiasm and enrich people’s lives. Our promise to our associates is rock-solid: we grow together, we enjoy our work, and we inspire each other. Join in and feel the difference.

The company' success lies in its highly specialized and innovative team, and on the technological know-how which makes Bosch the leading supplier in the automotive market.

Bosch is becoming one of the world's leading companies in the field of the Internet of Things (IoT). At the Bosch Research & Development Center in Braga, more than 350 engineers develop car multimedia solutions and the most innovative localization, perception and safety sensors that are helping to shape connected and autonomous mobility. From hardware to software to physics, we have all kinds of opportunities waiting for you.

Job Description

In object tracking the algorithm should be able to track in a constant and stable way a set of objects based in information supplied the perception sensors. In this task, certain events like occlusion, partial or complete, unstable/noisy sensor measurements, compromise the performance of the tracking algorithm.

Your contribution to something big:

- Derive a solution that can surpass the object tracking challenge with special focus on occlusion;
- Implement designed approach on the framework; 
- Comparison of the advantages/drawbacks of each method when applied to autonomous driving;
- Evaluation of the obtained results through benchmark with most used approaches.

Qualifications

What distinguishes you: 

- Enrolled in a Masters program in Computer Science, Robotics, Physics, or a similar technical field of study;
- Solid C++ and/or Python programming skills;
- Experience in at least one of the following domains: machine learning, robotics, computer vision, LiDAR, Radar;
- Familiarity with deep learning frameworks (e.g. Tensorflow/PyTorch) is a plus.
- Good level of English (spoken and written);
- Sense of Team Work.

Additional Information

What we offer you:

Challenges in an international environment | career opportunities in one of the best companies in the world | flexible hours | medical services | discounts for employees | sports and health related activities | canteen | good access to public transports | space for creativity.

Success stories don´t just happen. They are made...

Make it happen. We are looking forward to your application!