
layout: blog_detail
title: "How Disney Improved Activity Recognition Through Multimodal Approaches with PyTorch"
author: Monica Alfaro, Albert Aparicio, Francesc Guitart, Marc Junyent, Pablo Pernias, Marcel Porta, and Miquel Àngel Farré (former Senior Technology Manager)
featured-img: 'assets/images/disney_media_logo.jpg'

Introduction
Among the many things Disney Media & Entertainment Distribution (DMED) is responsible for, is the management and distribution of a huge array of media assets including news, sports, entertainment and features, episodic programs, marketing and advertising and more.



Our team focuses on media annotation as part of DMED Technology’s content platforms group. In our day-to-day work, we automatically analyze a variety of content that constantly challenges the efficiency of our machine learning workflow and the accuracy of our models.