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Internship

Research Scientist – Internship

Neural Video Compositing

Posted on 1/19/2024

Flawless

Flawless

51-200 employees

Provides AI-powered tools for filmmakers

AI & Machine Learning

Santa Monica, CA, USA

Category
AI & Machine Learning
Lab & Research
Required Skills
Python
Tensorflow
Pytorch
Computer Vision
Requirements
  • Enrollment in a Master's or Ph.D. program in computer vision, visual computing, or related disciplines
  • Strong background in computer vision, numerical optimization, and linear algebra
  • Ability to conduct independent research with minimum supervision
  • Research experience demonstrated through implementing methods from top-tier conferences in computer vision, computational photography, and deep learning
  • Familiarity with neural rendering and computational photography techniques
  • Extensive experience with DL frameworks such as PyTorch or TensorFlow
  • Excellent coding skills in Python
Responsibilities
  • Work with a close-knit, passionate group of world-class researchers and scientists
  • Tackle challenging problems in generative neural rendering, including neural video compositing in-the-wild, with applications to inpainting and clean plate generation
  • Given challenging research problems and provided with a clear project plan during the course of the internship
  • Advance the state of the art or bring unique scientific value to the business
Desired Qualifications
  • Research experience with demonstrated publication record at top-tier conferences in computer vision/graphics, and deep learning such as ICCV, CVPR, and SIGGRAPH
  • Hands-on experience with GANs and inpainting techniques, especially facial image synthesis and video-to-video translation methods
  • Familiarity with image and video segmentation techniques such as semantic face segmentation and video matting

Flawless offers AI-powered tools for filmmakers, entertainment companies, and distributors, including TrueSync software for AI Reshoots, Performance Transfer, and Visual Translations, leveraging cutting-edge AI and emerging technologies.

Company Stage

Seed

Total Funding

$1.7M

Headquarters

London, United Kingdom

Founded

2018

Growth & Insights
Headcount

6 month growth

15%

1 year growth

40%

2 year growth

97%
INACTIVE