Halide is most commonly used for image processing, but it can of course also be used for other purposes requiring a lot of compute, such as rendering with ray tracing.

One motivation I have had for rendering with Halide is to visualize the effects of camera calibration parameters. In future sections, we will use Halide to understand better the components in one of OpenCV's calibration models.