Tflite traking fps performance

[MyraBaba]

trafficstars

Hi, @Qengineering

I saw that below 2 link from the top is the same link and not firecting the Tflite-tracker code.

Is these fps for tflite + tracking ?

Can raspbery pi 4 handle the vehicle count ie 20 fps ?

[Qengineering]

The tracking algorithm is very fast. It don't lower the inference times of the models much. That's why I have made a YoloX version with tracking, and extrapolate the other times (TFlite and NanoDet). So, TFlite with tracking will run at 20 FPS. Take a look to the YoloX code and see how the tracking is implemented. Use the same strategy for the TFlite code.

[MyraBaba]

@Qengineering :)

I am working monitoring the traffic on the roads and intersections etc .

• Tflite performed poor on above and similar videos
• what would be the best way to detect vehicles for counting purposes ?
• And always targeted to cheap HW ie raspberryPi or ZYSJ RK3588 (https://www.cnx-software.com/2022/03/12/249-rockchip-rk3588-8k-mini-pc-16gb-ram/ very powerfull yet affordable with over priced Rp4)

Best

https://www.youtube.com/watch?v=QuUxHIVUoaY&list=PPSV

[Qengineering]

@MyraBaba,

Please see https://github.com/Qengineering/Traffic-Counter-RPi_64-bit

[lucasjinreal]

@Qengineering Can u please using cmake?

[Qengineering]

Dear @jinfagang,

Please find the CMake and follow the instructions in the README.md