lincolnhard/openpose-darknet

Openpose implementation using darknet

openpose-darknet

Openpose implementation using darknet framework

[Openpose]

https://github.com/CMU-Perceptual-Computing-Lab/openpose

[Darknet]

https://github.com/pjreddie/darknet

[Result]

[Benchmark]

51.634ms for 200x200x3 net input size running on GTX 1060, which is 3x faster than original caffe implementation

[Weight file] (darknet version openpose.weight)

https://drive.google.com/open?id=1BfY0Hx2d2nm3I4JFh0W1cK2aHD1FSGea

[Usage]

./openpose-darknet [image file] [cfg file] [weight file]
#example
./openpose-darknet person.jpg openpose.cfg openpose.weight

[note]

1. Darknet version openpose.cfg and openpose.weight are ported from COCO version pose_deploy_linevec.prototxt and pose_iter_440000.caffemodel.
2. You could change net input width, height in openpose.cfg.

openpose-darknet's Issues

The pose is drift from human body

Thanks for sharing great works,
Please take a look at the result image below:

Its seem that the skeletons are drift a little bit from where it should be.

Do you have any idea?

Inference time

How long time is one imgae detected on your GPU? What is your GPU?

How to setup?

Thanks for the great work!
I was also looking for the openpose + darknet version, But I have some problem with setup this project. And also, is it possible to work with not just images but with video and webcam as well?

First I had error with C++11 but adding QMAKE_CXXFLAGS += -std=c++11 solved the problem. Also Tuple error with main.cpp so I included tuple by #include <tuple>
Also had to undefined reference to symbol '_ZN2cv6imreadERKNS_6StringEi error so added
LIBS += -lopencv_imgcodecs

Finally all compiled and when I used
./openpose-darknet person.jpg openpose.cfg openpose.weight
get the following error
./openpose-darknet: error while loading shared libraries: libdarknet.so: cannot open shared object file: No such file or directory
I already have llibdarknet.so file in my darknet folder and darknet folder is already included in the openpose-darknet.pro.

Open openpose-darknet.pro

Hello ,
I want to know how to execute openpose-darknet.pro with cmd on windows 10 64 bit?

Update:

• I use bash for windows but i get this error :
  -bash: ./openpose-darknet: No such file or directory

Unsupported activation: relu in function 'cv::dnn::darknet::ReadDarknetFromCfgStream'

modelConfiguration = "C:/Users/olivia lai/Downloads/poseEstimation/OpenPose-Multi-Person/pose/darknet/openpose.cfg"
modelWeights = "C:/Users/olivia lai/Downloads/poseEstimation/OpenPose-Multi-Person/pose/darknet/openpose.weight"
darknet = cv2.dnn.readNetFromDarknet(modelConfiguration, modelWeights)

And then I got this error

error Traceback (most recent call last)
in ()
----> 1 darknet = cv2.dnn.readNetFromDarknet(modelConfiguration, modelWeights)

error: OpenCV(4.0.0) C:\projects\opencv-python\opencv\modules\dnn\src\darknet\darknet_io.cpp:552: error: (-212:Parsing error) Unsupported activation: relu in function 'cv::dnn::darknet::ReadDarknetFromCfgStream'

Please help. Thanks so much for your work =D

Training with my custom dataset

I want to know if can use this repo for training my custom dataset??

wrong result if the number of people in the image are more than one.

License?

Hello Author,
I would like to know what the license is.
Thanks in advance.

what's version of your opencv

I got error : no matching function for call to ‘cv::Mat::Mat(int, int, int, const float*)’

How to port cfg & weight from caffe?

Darknet version openpose.cfg and openpose.weight are ported from COCO version 
pose_deploy_linevec.prototxt and pose_iter_440000.caffemodel.

I'd like to repro the steps.
thx

How can I use it?

hello. I am a college student interested in machine learning. I want to try something you made. But I did not even start, I arrived at a difficult place. Could you tell me how to build your program?
I have installed both darknet and openpose. What commands can I use to build this program? I am waiting for your help.

how to make openpose.weight for darknet?

Hi lincolnhard,
could you tell me how to make openpose.weight?

how to make openpose.weight for darknet?

Did you transfer caffe model to darknet to generate openpose.weights?