Hello, I have deployed my own neural network using the Raspberry Pi 5 AI KIT. I used the Python routine from the Hailo-Application-Code-Examples as shown in the following picture.
However, now I want to further enhance my processing speed. As shown in the figure below, I used hailortcli run my_model.hef, and the frame rate it produced was 59 fps. Does this mean that the maximum frame rate for running my model on the hailo8 is only 59 fps?
During the operation, I also used the “hailortcli monitor” to check its utilization rate, and I saw that the utilization of Hailo reached 85 to 90
So I have the following question:
With the combination of Raspberry Pi 5 (8GB) and Hailo8, is the maximum running frame rate of my model 59 fps as tested by the “hailoctrli run my_model.hef” command? If not, what other methods do I have to increase my frame rate during operation?