This manuscript provides a review of methods for increasing the frame per second of single-board
computers. The main emphasis is on the Jetson family of single-board computers from Nvidia
Company, due to the possibility of using a graphical interface for calculations. But taking into account
the popular low-cost segment of single-board computers as RaspberryPI family, BananaPI, OrangePI,
etc., we also provided an overview of methods for increasing the frame per second without using a
Graphics Processing Unit. We considered frameworks, software development kit, and various libraries
that can be used in the process of increasing the frame per second in single-board computers. Finally,
we tested the presented methods for the YOLOv4-tiny model with a custom dataset on the Jetson nano
and presented the results in the table