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Extracting textual overlays from social media videos using neural networks
The main component of our system, i. e. the text recognition module, is inspired by a convolutional recurrent neural network architecture and we improve its performance using synthetically generated dataset of over 600, 000 images with text prepared by authors specifically for this task.
SocialML: machine learning for social media video creators
In this work, we present a comprehensive overview of machine learning-empowered tools we developed for video creators at Group Nine Media - one of the major social media companies that creates short-form videos with over three billion views per month.
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