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Bell Labs Summer Intern - Framework for self-tuning computer vision dataflows

📁
Pure Research
💼
BLCTO Bell Labs & CTO
📅
1800000QLK Requisition #

Bell Labs has an opportunity for a student to join our Application Platforms and Software Systems research lab in Antwerp for an internship in the area of intelligent computer vision dataflows.

 

Mission:

The student will design, build and test a CV library with operators supported by libraries such as openCV or leptonica that are designed to be functionally composed in dataflows and implemented as a nodejs extension library. This approach will allow transparent migration of data between CPU and GPU memory and support tight interleaving of control logic and CV operators on the same nodejs processor. This control logic integration will enable self-tuning of CV operator parameters based on the provided input to the dataflow.

 

 

Key Responsibilities:

·         The student will familiarise himself with implementation techniques for functional composition of operators

·         The student will conduct a focused survey of computer vision algorithms and how these can be created based on state of the art libraries such as openCV and leptonica

·         Will design and implement the operator library and demonstrate with a non-trivial dataflow

·         Submit a final report and give a presentation to the research team

 

Qualifications:

·         Enrolled student in Master in Computer Science

·         Familiarity with the following items is a plus

o   C++

o   Nvidia CUDA

o   nodejs native extensions

o   computer vision libraries

·         Language skills: a working proficiency of English

·         Communication skills: be able to fluently present his work to a team of experts

 

Contact Person: philippe.dobbelaere@nokia-bell-labs.com

 

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