def forward(self, input):
        '''
        :param input: Input RGB Image
        :return: down-sampled image (pyramid-based approach)
        '''
        for pool in self.pool:
            input = pool(input)
        return input

        :param input: Input RGB Image
        :return: down-sampled image (pyramid-based approach)
        
model/ESPNet.py