Comments (13)
@heurainbow Are there any progress in your multi-person pose tracker? Do you implement it base on the key points from openpose?
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It'd be an extra component, that can be enabled (slower but with temporary information) or disabled (to keep the current OpenPose behavior)
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Not for now, but we are planing to (as a LONG-term goal).
We have them both as pending extensions in our wait-list (hands should be added within 1-2 months, tracking we do not have an idea yet).
There are some methods for tracking, in case you are interested. You can take a look to #15.
Let me know if you have any other question.
from openpose.
Thank you for your reply!
from openpose.
I am going to implement a multi-person pose tracker. I find the hand tracker already implemented is quite helpful. However, I wonder how to acquire (or update) frame ID in class HandDetector. Can I simply make mCurrentId++ when calling updateTracker()? I am not familiar with the multi-threading framework, and I am not sure if this is the right way. @gineshidalgo99
from openpose.
The hand tracker is not finished yet, but anyway it is meant for different purposes than tracking the same person across frames.
I think the easiest way is to get the frame ID is by checking the (include/core/) Datum that is shared among the multi-threads. In particular, its id
field. Since you will have to use the shared Datum anyway, using that ID should be the easiest. @heurainbow
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@gineshidalgo99 I wonder how a webcam producer or a video producer keep the frame order sequentially in a multi-gpu case. Since each frame is processed by one gpu, there is no guarantee that each frame is processed in order. But the gui does show images in order and I couldn't find the reason in the code.
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There is a internal buffer to keep the order
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@gineshidalgo99 If possible, please show me which file or code I should refer to, and please give me a brief explanation.
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This is the file, it simply uses the Datum ID to sort the frames
https://github.com/CMU-Perceptual-Computing-Lab/openpose/blob/master/include/openpose/thread/wQueueOrderer.hpp
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@gineshidalgo99 what methods for tracking did you look at?
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@seovchinnikov We are currently working in an expensive but accurate body recognition algorithm and in a basic bust fast LK tracking algorithm. We are trying to add them by the end of the year. Thanks
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@gineshidalgo99 thank you,
As far as I understand, will body recognition algorithm' be based on basic body keypoints detector or will it be inderpendent end-to-end part to complement openpose library (smth like https://github.com/bendidi/Tracking-with-darkflow)?
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Related Issues (20)
- Run successfully, but could not get face/hand frame HOT 3
- make -j error
- Openposedemo.exe-application error-0xc0000279 HOT 1
- just copy and paste the model's directory to the release directory
- unable to install openpose in colab settings HOT 2
- I can't download any model. The URL is just loading and nothing appears HOT 2
- 3D pose estimation
- cann't use getModels.sh to download from posefs1.perception.cs.cmu.edu HOT 6
- How to select stable keypoints from a HeatMap?
- No Keypoints Detected After Running Python Examples
- Gait Analysis Output Video frame is very slow. How can I optimize the code?
- 18 keypoins output HOT 2
- Openpose with Infrared Images HOT 1
- help wanted: which data belongs to which person in the video?
- Problems with the installation HOT 5
- download Caffe, OpenCV, and Caffe prerequisites wrong bying official link, help me HOT 2
- Why cannot detect right hand keypoints in the following image?
- Problem building with CPU_ONLY:
- Release - Dockerfiles with Fixed Model Downloads - CPU / CPU + CUDA + cuDNN HOT 3
- How to modify the identification file path
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