tl;dr:Using a deep learning technique called GANs, Colourise.sg predicts the color values at each pixel in black & white images. The model is trained on old Singaporean photos. In order to create accuracy, colorization requires historical, geographic, and cultural context.
Below is an example, you can try the tool here on your own B&W photos.