Baby Physical Safety Monitoring in Smart Home Using Action Recognition System. (arXiv:2210.12527v1 [cs.CV])

Humans are able to intuitively deduce actions that took place between two
states in observations via deductive reasoning. This is because the brain
operates on a bidirectional communication model, which has radically improved
the accuracy of recognition and prediction based on features connected to
previous experiences. During the past decade, deep learning models for action
recognition have significantly improved. However, deep neural networks struggle
with these tasks on a smaller dataset for specific Action Recognition (AR)
tasks. As with most …

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