Academic Internship

1 semana atrás


Braga, Portugal Bosch Group Tempo inteiro

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**:
Autonomous driving Deep Learning perception algorithms benefit from accurate 3d point cloud data/labels.

**Your contribution to something big**:

- Setup a framework to generate labeled data from simulated scenes with parametrized properties (e.g. day/night, weather conditions, sensor properties/noise, corner situations, etc...);
- Compare performance of DL models trained on simulated data, with ones trained exclusively on real data;
- Investigate performance drop and approaches mitigate to sim2real gap (e.g. finetuning on real data, synthetic data augmentation, etc...);
- Investigate scaling of performance on real data to amount/percentage of simulated data.

**Project can be completed with increasingly difficult goals**:

- Setup parametrized synthetic data generator from chosen simulator.
- Train on synthetic data and evaluate performance (on synthetic and real data).
- Reduce sim2real gap, to improve performance on real data.

**Qualifications**:
**What distinguishes you**:

- Attending the Master's Degree in Software Engineering / Computer Science or similar;
- Good level of English (spoken and written);
- Sense of Team Work;
- Interested in develop a Master Thesis in this area of study.

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...



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