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The Use of Video Captioning for Fostering Physical Activity
With the above in mind, this paper proposes a video captioning framework that aims to describe the activities in a video and estimate a person's daily physical activity level.
A Concise Review of Transfer Learning
The availability of abundant labeled data in recent years led the researchers to introduce a methodology called transfer learning, which utilizes existing data in situations where there are difficulties in collecting new annotated data.
A Brief Review of Domain Adaptation
However, This assumption may not always hold in real-world applications where the training and the test data fall from different distributions, due to many factors, e. g., collecting the training and test sets from different sources, or having an out-dated training set due to the change of data over time.
Video Contents Understanding using Deep Neural Networks
We propose a novel application of Transfer Learning to classify video-frame sequences over multiple classes.
