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Both local and global pooling strategies are further considered to instantiate such a method.
Firstly, a lightweight CNN network architecture is specifically designed for the recognition task, which contains five layers, i.e. three convolutional layers, a global pooling layer and a fully connected layer.
These feature representation vectors of convolutional layers and the output feature vector of the global pooling layer are normalized and cascaded as a whole feature vector, which is finally utilized to train Support Vector Machine classifier to obtain the recognition model.
At Doha 195 countries, including the United States, accepted the premise of a global pooling of risk.
The global pooling will be completed within the year.
In this study, we sought to determine whether the development of motion coherence sensitivity is limited by internal noise (i.e., imprecision in estimating the directions of individual elements) and/or global pooling across local estimates.
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FTSE bosses are picked from a global pool.
"Any work they're creating, we'll benchmark against the global pool".
Advanced economies depend on access to the global pool of high skills.
Cable television offers hundreds of channels, while YouTube gives us potentially millions from a global pool.
We should also remember that major firms fish for talent in a global pool.
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