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ZQPei / deep_sort_pytorch

MOT using deepsort and yolov3 with pytorch
MIT License
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Question about FPS #163

Open Agito555 opened 4 years ago

Agito555 commented 4 years ago

Hello，given a video sequence, is it normal to get the fps results range from 10 to 18 fps? 您好，输入一段视频，得出来的FPS结果不甚高，只有10～18FPS?一般来说，FPS能达到多少呢？

MuhammadAsadJaved commented 4 years ago

@Agito555 Ni Hao, did you get the FPS 10 ~ 18?

For me using yolov3 it's 2 FPS and using Tiny-yolov3 it's about 8 FPS.

Agito555 commented 4 years ago

Yeah, i get the 10—18 fps by using yolov3 and 20—25 FPS by using yolov3—tiny

---Original--- From: "Asad"<notifications@github.com> Date: Mon, Aug 24, 2020 18:16 PM To: "ZQPei/deep_sort_pytorch"<deep_sort_pytorch@noreply.github.com>; Cc: "Mention"<mention@noreply.github.com>;"Agito555"<1261000822@qq.com>; Subject: Re: [ZQPei/deep_sort_pytorch] Question about FPS (#163)

@Agito555 Ni Hao, did you get the FPS 10 ~ 18?

For me using yolov3 it's 2 FPS and using Tiny-yolov3 it's about 8 FPS.

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MuhammadAsadJaved commented 4 years ago

@Agito555 I do not know why it's too low for me. May I know your system specs?

Agito555 commented 4 years ago

the question may lie in the size of the input video and which type gpu you run the demo in.  if my memory serves me well，i input the video of 640*360，and i run the demo in Titanic XP

---Original--- From: "Asad"<notifications@github.com> Date: Mon, Aug 24, 2020 20:30 PM To: "ZQPei/deep_sort_pytorch"<deep_sort_pytorch@noreply.github.com>; Cc: "Mention"<mention@noreply.github.com>;"Agito555"<1261000822@qq.com>; Subject: Re: [ZQPei/deep_sort_pytorch] Question about FPS (#163)

@Agito555 I do not know why it's too low for me. May I know your system specs?

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MuhammadAsadJaved commented 4 years ago

@Agito555
My input video is 1920 x 1080, and here are my systems specs. Screenshot from 2020-08-24 20-46-41

Agito555 commented 4 years ago

you can try to change to resize your input video,by which fps will be a little faster.  i have run the demo with the input video of 19801080, the fps is slower than the input video of 640360. i don't know whether the ability of your gpu is good enough. Maybe you can run the demo in a better gpu to examine the fps result.  BTW，where are you from? 

---Original--- From: "Asad"<notifications@github.com> Date: Mon, Aug 24, 2020 20:48 PM To: "ZQPei/deep_sort_pytorch"<deep_sort_pytorch@noreply.github.com>; Cc: "Mention"<mention@noreply.github.com>;"Agito555"<1261000822@qq.com>; Subject: Re: [ZQPei/deep_sort_pytorch] Question about FPS (#163)

@Agito555 My input video is 1920 x 1080, and here are my systems specs.

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MuhammadAsadJaved commented 4 years ago

Ok Thanks. I am from Pakistan and working in Beijing.

On Mon, Aug 24, 2020 at 10:12 PM Agito555 notifications@github.com wrote:

you can try to change to resize your input video,by which fps will be a little faster.  i have run the demo with the input video of 19801080, the fps is slower than the input video of 640360. i don't know whether the ability of your gpu is good enough. Maybe you can run the demo in a better gpu to examine the fps result.  BTW，where are you from? 

---Original--- From: "Asad"<notifications@github.com> Date: Mon, Aug 24, 2020 20:48 PM To: "ZQPei/deep_sort_pytorch"<deep_sort_pytorch@noreply.github.com>; Cc: "Mention"<mention@noreply.github.com>;"Agito555"<1261000822@qq.com>;

Subject: Re: [ZQPei/deep_sort_pytorch] Question about FPS (#163)

@Agito555 My input video is 1920 x 1080, and here are my systems specs.

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SuperbTUM commented 2 years ago

Does the tracking speed have something to do with the detector? I tried with YoloV5 and got a faster tracking result.

da1396 commented 1 year ago

Does the tracking speed have something to do with the detector? I tried with YoloV5 and got a faster tracking result.

@SuperbTUM I want to use YOLOv5 but don't know how to make the settings(directory structure, which files to need..). Could you let me know your workaround?

Agito555 commented 1 year ago

to do with the detector? I tried with YoloV5 and got a faster tracking result.

Detecting the object is the first step for tracking. Faster detector is of help to improve tracking speed.