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AI-based VVC encoder optimization (C, C++, TensorFlow, PyTorch, algorithms) H/F

Infos clés

Référence :
OFFRE AI VVC OPT
Fonction :
Informatique - Internet / Recherche / Développement
Secteur d'activité :
Informatique (Hardware - Software) / Telecom
Localisation :
VELIZY VILLACOUBLAY (78)
Type de contrat :
Stage / Temps plein
Durée :
6 mois
Date de début :
17/01/2022
Niveau :
Bac+4/5 (M)
Indemnités :
moins de 1600 € / mois
 

L'entreprise

ATEME

Established in 1991, ATEME has grown into a global leader of video compression and delivery solutions for tier-1 streaming, cable, satellite, and telco platforms across the world. Companies such as Orange, Sky, Comcast Technology Solutions, Telefónica, and NBC use our technology to enhance the Quality of Experience for viewers, launch new TV/content services and increase their revenues while optimizing their video infrastructure. We are growing profitably and fast: with more than 20% annual organic growth over the past decade. ATEME has been listed on Euronext since 2014 (PARIS: ATEME), and we operate globally with HQ and R&D in France and many offices on all continents. By joining ATEME, you get to work with motivated, creative, and passionate people coming from 46 countries & diverse backgrounds. Thanks to our induction program, soft skills, and technical trainings, you will be able to take innovative initiatives & communicate openly with each Atemian. What is more, our company offers flexible working hours that contributes to good work-life balance. ATEME is continuously growing, career & relocation opportunities are opened on a regular basis (New York, Denver, Singapore, Sao Paulo, Mexico, Sydney...). Join our team and our fantastic journey at Ateme - a market leader that is big enough to make an impact, yet small enough to cooperate like a family! As part of its strategy to expand video solutions and conquer new markets, ATEME is in the process of acquiring ANEVIA. The merger of the two companies is based on our ambition to strengthen ATEME's leading position and become the leading video solution for billions of consumers!

Le poste

La mission :

This internship will roughly consist of following phases :


o Studying the principles of video coding, with a focus on the VVC design.
o Getting to know the ATEME implementation of VVC encoder
o Stand-alone implementing of AI-based algorithms in order to improve the compression efficiency of the encoder. In this step, state-of-the-art algorithms in the literature will be considered.
o Integration in the ATEME codec and performance measurement.

In all above phases, candidate will constantly interact with his/her colleagues to benefit from their knowledge and experience. Noteworthy of precising that, based on the profile of the candidate, the technical descriptions might be adjusted.

Le profil :

o Last-year student of engineering school program or master's in computer science or electrical engineering.
o Excellent C/C++ programming skills.
o Hand-on experience with neural networks and libraries such as TensorFlow, PyTorch etc.
o Ability to read and understand academic papers in the domain of image and video processing.
o Being familiar with video compression algorithms is a plus.
o Fluent in English.

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