Human Action Detection Using CNN

Abdulkader Helwan
Level Up Coding
Published in
16 min readApr 30, 2024

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Weismann dataset. Source

This article presents a Deep Learning Sequence model for the classification and identification of Human Motion Actions.

The deep learning model works by extracting Spatial-temporal features from the features of every video, and then we use a CNN model that takes these inputs as spatial features map from videos and outputs them as a sequence of features.
These sequences will be temporally fed into the MLP of…

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