Flowpoints is an experimental research-creation project in algorithmic art. An algorithm comprises a set of rules designed to solve a problem through the execution of a finite number of mechanical steps. More specifically, this project uses the Lucas-Kanade optical flow algorithm (LK) as a medium of experimental creation and artistic research. Section 1 of this document outlines the basic concept of LK. Sections 2 and 3 explain its artistic applications.