Image Segmentation, U Mamba, Biomedical Imaging.
for x in range(out_width): output_feature_map[y, x] = np.sum(input_feature_map[y*stride:y*stride+kernel_height, x*stride:x*stride+kernel_width] * kernel) return output_feature_map def transposed_convolution(input_feature_map, kernel, stride=2): upsampled_feature_map = upsample(input_feature_map,