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The opportunity
As a machine learning intern, you will work under the supervision of our researchers within the Unity Labs team located in Grenoble, France. You will explore various applications of deep learning in graphics and seek to tackle unsolved problems. Applications include but are not limited to texturing (e.g., synthesis, delighting or up-sampling), style-transfer, image anti-aliasing, denoising and procedural generation. If results are encouraging, we may strive towards an academic publication and/or international communication ! This is the main focus of our host team, whose publications can be accessed here: https://unity.com/labs/publications. At the end of your six-month internship, you will produce a master thesis and presentation under our mentorship.
What you’ll be doing
Read and survey groundbreaking scientific articlesGrow your knowledge on the theory of deep learning and other mathematical toolsCraft and optimize Neural NetworksAnalyze results, compare to related work, and summarize it into a scientific report
What we’re looking for
Master-level student for a 6-month internship as part of their trainingPassion for deep learning and/or Computer GraphicsHands-on knowledge of deep learning tools (e.g., PyTorch or Tensorflow)Hands-on knowledge of at least one area in Computer Graphics (e.g., OpenGL rasterization pipeline, ray-tracing, texturing)
You might also have
Online demo’s or portfolio (website, GitHub) that share your accomplishments about deep learning and/or computer graphics
Life at Unity
Unity (NYSE: U) is the world’s leading platform for creating and operating real-time 3D (RT3D) content. Creators, ranging from game developers to artists, architects, automotive designers, filmmakers, and others, use Unity to make their imaginations come to life. Unity’s platform provides a comprehensive set of software solutions to create, run and monetize interactive, real-time 2D and 3D content for mobile phones, tablets, PCs, consoles, and augmented and virtual reality devices.
The company’s 1,800+ person research and development team keeps Unity at the forefront of development by working alongside partners to ensure optimized support for the latest releases and platforms. Apps developed by Unity creators were downloaded more than five billion times per month in 2020. For more information, please visit www.unity.com.