ML for screenshot processing
@Adobe Systems Romania, în Bd.Timisoara, București, Municipiul București, România

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Automatic visual regression testing is a challenging task when dealing with multimedia and dynamic content. Animations and randomly loaded content make this task impossible to achieve using pixel-wise comparison of screenshots.

Your work will be part of Adobe Experience Manager Platform (AEM) and will involve the development of machine learning – computer-vision models, that should be able to automatically detect high-level entities that make up a web page. Given a screenshot, the system will have to output a list of boxes with content type (picture, text, video, input) and other metadata that is useful for understanding how these components interact.

What you’ll do:

  • Get up to speed with the world of enterprise-grade content management
  • Gain hands-on experience with machine learning and computer vision
  • Build a tool that generates the required annotation on a screenshot
  • Showcase your work

What you need to succeed

  • Analytical thinking and a desire to learn new things
  • Knowledge of services-oriented architectures and server-side technologies
  • Knowledge of Machine Learning principles and methods
  • English communication skills, both written and verbal

Desired skills

  • Pytho
  • Linear algebra
  • Deep learning toolkits: one of Tensorflow, Keras, Dynet, PyTorch

Ajută-ne să ducem acest anunț la mai mulți studenți.