Machine Learning on Video

Many groups have found recent success in productizing computer vision applications with some formulation of transfer learning pre-trained convolutional neural networks. Factors such as cheaper bandwidth and storage, expanded remote work, streaming entertainment, social media, robotics and autonomous vehicles, all contribute to the rapidly increasing volume of video data. Despite the increased data and research attention, benchmark ML video tasks in perception, activity recognition, and video understanding have thus far eluded simple recipes or the broad adoption enjoyed by image applications....

 · 5 min · Terry Rodriguez & Salma Mayorquin