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kevinlin311tw / keras-openpose-reproduce

Keras implementation of Realtime Multi-Person Pose Estimation
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About inference speed #9

Open MoonBunnyZZZ opened 6 years ago

MoonBunnyZZZ commented 6 years ago

Thank you for you wonderful job.

After training the model, I run some inference work.And I find that it's about 1.5 second to infer a picture which is 640X360 on 1080Ti,while the CMU Openpose seem like that it's about 100ms per picture.

So I wonder this phenomenon is because of Keras,python or somethingelse? Could you give me some advice? @kevinlin311tw

kevinlin311tw commented 6 years ago

Yes. I think it is because of Keras. A possible solution is to convert the model file to a tensorflow pb file. The inference speed should be faster in this way.