bfc638d502b8b991e6ef5aaaa1946049312e6336,python/caffe/io.py,Transformer,set_mean,#Transformer#Any#Any#,236

Before Change

                ms = (1,) + ms
            if len(ms) != 3:
                raise ValueError("Mean shape invalid")
            if ms != self.inputs[in_][1:]:
                raise ValueError("Mean shape incompatible with input shape.")
        self.mean[in_] = mean

    def set_input_scale(self, in_, scale):
        

After Change

                ms = (1,) + ms
            if len(ms) != 3:
                raise ValueError("Mean shape invalid")
            if ms != self.inputs[in_][1:]:
                in_shape = self.inputs[in_][1:]
                m_min, m_max = mean.min(), mean.max()
                normal_mean = (mean - m_min) / (m_max - m_min)
                mean = resize_image(normal_mean.transpose((1,2,0)),
                        in_shape[1:]).transpose((2,0,1)) * \
                        (m_max - m_min) + m_min
        self.mean[in_] = mean

    def set_input_scale(self, in_, scale):
        

Instances