Method and apparatus for action recognition
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United States of America Patent
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Dec 5, 2023
Grant Date -
May 11, 2023
app pub date -
Feb 16, 2021
filing date -
Mar 4, 2020
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Abstract
Broadly speaking, the present techniques relate to a method and apparatus for performing action recognition, and in particular to a computer-implemented method for performing action recognition on resource-constrained or lightweight devices such as smartphones. The ML model may be adjusted to achieve required accuracy and efficiency levels, while also taking into account the computational capability of the apparatus that is being used to implement the ML model. One way is to adjust the number of channels assigned to the first set of channels, i.e. the full temporal resolution channels. Another way is to adjust the point in the ML model where the temporal pooling layer or layers are applied.
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