Shunt Connection for Optimizing MobileNet-V2

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Brijraj Singh

This work optimizes an already compressed pretrained model by using a residual connection to reduce the number of floating point operations. It locates blocks in a pretrained architecture that have a relatively lesser knowledge quotient and then bypasses those blocks through a Shunt connection. This connection combines an encoder and decoder and is relatively more optimized in terms of the number of parameters.