Video Processing is very slow, frames are missing while counting persons

ahmetozlu / tensorflow_object_counting_api

🚀 The TensorFlow Object Counting API is an open source framework built on top of TensorFlow and Keras that makes it easy to develop object counting systems!

https://www.youtube.com/watch?v=yT_1eKJTdfk

MIT License

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Video Processing is very slow, frames are missing while counting persons #34

Closed Jitesh-Mohite closed 5 years ago

Jitesh-Mohite commented 5 years ago

How we can increase FPS that frames should not get missed while live feeding from the webcam. Is there a thread mechanism we should use for it.

file: real_time_counting

Jitesh-Mohite commented 5 years ago

@ahmetozlu: Can you please help us with this?

Jitesh-Mohite commented 5 years ago

@ahmetozlu : do you get the chance to look into it? it will be good for us if you guide.

ahmetozlu commented 5 years ago

_ssd_mobilenet_cocov1 is the fastest option you can run among _TensorFlow models zoo_. You should use TensorFlow GPU to run the detection model faster.

You should perform "transfer learning" or "fine-tuning" to increase the accuracy for your case!