  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.
