Part Number:TDA2PXEVM
Hello Friends,
I have implemented Object Detection and Semantic Segmentation using TIDL and using JDetNet SSD.I find the frame rate is on the lower side.For Object Detection I am getting 8.5 fps and for Semantic Segmentation I am getting 1.5 fps.
Are there ways to improve the frame rate?
I have thought about the following methods:
• Divide the Algorithm Link into many light weight algorithm links in order to maintain the fps numbers maintained by other links in the chain.
• Choice of Deep Learning network
• Adjust the InWidth and InHeight used for the DL algorithm to achieve optimum performance
• Change the sync threshold parameters to achieve optimum performance
Please validate them and also please let me know if there are additional methods to improve output fps.(Please note that I am using TDA2P which has 2 EVE cores)
Best Regards,
Vijay