Slow detection speed using GPU

[alvinxiii]

Refer to #61 post. I added the custom code for using a video demo. However, when I run the code. The video is process at an average of 5 fps. Even I added --gpu 0 . I tested on picture with both cpu and gpu. The execution time is the same. How to increase the processing speed?

[Ellexm]

I have met the same problem, have you solved it?

[dahaigui]

Refer to #61 post. I added the custom code for using a video demo. However, when I run the code. The video is process at an average of 5 fps. Even I added --gpu 0 . I tested on picture with both cpu and gpu. The execution time is the same. How to increase the processing speed?

Maybe you used tensorflow rather than tensorflow-gpu, because when you installed tensorflow-CPU and tensorflow-GPU, only CPU will work, you can try

import tensorflow as tf

with tf.device('/cpu:0'):
a = tf.constant ([1.0, 2.0, 3.0], shape=[3], name='a')
b = tf.constant ([1.0, 2.0, 3.0], shape=[3], name='b')
with tf.device('/gpu:1'):
c = a + b

sess = tf.Session(config=tf.ConfigProto (allow_soft_placement=True, log_device_placement=True))
sess.run(tf.global_variables_initializer())
print sess.run(c)

if error, you need uninstall protobuf, tensorflow-CPU and tensorflow-GPU, and only install tensorflow-GPU