when i make tracking, the fps is only 17-18

[zhenyingfang]

use gpu:k40 and tensorflow 1.1.0

[jvlmdr]

Is this with visualization disabled? (#4)

We tested the code on M40 and Titan X. I believe K40 is significantly slower than M40.

Does this speed include time to load the images? It may be faster to keep them on a RAM disk or SSD than on a spinning hard drive.

[zhenyingfang]

in siamese.py line:38: image_file = tf.read_file(filename), Maybe it takes a lot of time?

[jvlmdr]

Yes, maybe.

You can profile TensorFlow code using the method described in this answer: https://stackoverflow.com/a/37774470/1136018

[zhenyingfang]

do you test this tensorflow code, my fps is still 17

[mingchuan123]

Hi guys, have you get a final result on the fps of the trackers on K40?

[fzqneo]

For your reference, I port the program to Python 3 using 2to3.exe and run it on Windows 10 with GTX 1080, TensorFlow 1.8.0.

FPS w/ visualization = 4
FPS w/o visualization = 25