Software Data Science Intern
Paris - Issy-les-Moulineaux
GoPro
Entdecke die vielseitigsten Actionkameras der Welt + Zubehör. Wasserdicht, mit Funktionen für Livestreaming, Stabilisierung und mehr für endlose Möglichkeiten.Location: Flexible Paris Issy-les-Moulineaux. This role offers the flexibility to work from home, within proximity to an office location.
The Role
On this team you are going to be responsible for delivering automated cinematic storytelling solutions for advanced video editing features to easily build incredible videos. These features are built for mobile and desktop based on a variety of technical challenges in the areas of media understanding.
The person in this role will be responsible for the video summarization task. Video summarization is the process of creating a synopsis of a video by selecting the most important (relevant or informative) parts of the video content. In this role, you will be a part of a computer vision and machine learning team, exploring new ways to streamline the editing process, researching and applying a range of cutting edge research techniques to propose advanced editing features for the GoPro users.
What You Will Do
- Literature review of State of the art video summarization techniques
- Implement and benchmark the existing solutions.
- Analyze algorithms in terms of memory consumption, CPU and GPU usage.
Skills We’re Excited About
- Proficiency in Python or C++
- Knowledge of one or many standard Machine Learning frameworks (OpenCV, Scikit-learn, PyTorch, TensorFlow)
- Strong Computer Science fundamentals
- Strong communication skills - ability to work in a distributed work environment
Bonus Points For
- Good knowledge of databases (SQL, NoSQL)
- Web services and REST API
- Docker and virtualization
- Passion for video editing
#LI-AC1
Tags: APIs Computer Science Computer Vision Docker GPU Machine Learning NoSQL OpenCV Python PyTorch Research REST API Scikit-learn SQL TensorFlow
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