Plot binary images

def visualize3Dimage(image):
    '''
    the 1s are plotted, the zeroes not.
    requires binary images
    '''
    x, y, z = np.where(image == 1)

    fig = plt.figure()
    ax = fig.add_subplot(111, projection='3d')

    # Plot the '1's in the image
    ax.scatter(x, y, z, c='red', marker='o')

    # Set labels and show the plot
    ax.set_xlabel('X')
    ax.set_ylabel('Y')
    ax.set_zlabel('Z')
    
    # Set axis limits to match the image shape
    ax.set_xlim([0, image.shape[0]])
    ax.set_ylim([0, image.shape[1]])
    ax.set_zlim([0, image.shape[2]])
    
    plt.show()