openpose | time multi-person keypoint detection library | Computer Vision library

by CMU-Perceptual-Computing-Lab C++ Version: v1.7.0 License: Non-SPDX

X-Ray Key Features Code Snippets(2)Community Discussions(10)Vulnerabilities Install Support

kandi X-RAY | openpose Summary

openpose is a C++ library typically used in Artificial Intelligence, Computer Vision, Deep Learning, Pytorch, OpenCV applications. openpose has no bugs, it has no vulnerabilities and it has medium support. However openpose has a Non-SPDX License. You can download it from GitHub.

OpenPose has represented the first real-time multi-person system to jointly detect human body, hand, facial, and foot keypoints (in total 135 keypoints) on single images. It is authored by Ginés Hidalgo, Zhe Cao, Tomas Simon, Shih-En Wei, Yaadhav Raaj, Hanbyul Joo, and Yaser Sheikh. It is maintained by Ginés Hidalgo and Yaadhav Raaj. OpenPose would not be possible without the CMU Panoptic Studio dataset. We would also like to thank all the people who has helped OpenPose in any way.

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Quality

Security

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Support

openpose has a medium active ecosystem.

It has 27295 star(s) with 7606 fork(s). There are 918 watchers for this library.

It had no major release in the last 12 months.

There are 237 open issues and 1644 have been closed. On average issues are closed in 53 days. There are 16 open pull requests and 0 closed requests.

It has a neutral sentiment in the developer community.

The latest version of openpose is v1.7.0

Quality

openpose has 0 bugs and 0 code smells.

Security

openpose has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.

openpose code analysis shows 0 unresolved vulnerabilities.

There are 0 security hotspots that need review.

License

openpose has a Non-SPDX License.

Non-SPDX licenses can be open source with a non SPDX compliant license, or non open source licenses, and you need to review them closely before use.

Reuse

openpose releases are available to install and integrate.

Installation instructions, examples and code snippets are available.

It has 27658 lines of code, 3 functions and 13 files.

It has low code complexity. Code complexity directly impacts maintainability of the code.

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openpose Key Features

No Key Features are available at this moment for openpose.

openpose Examples and Code Snippets

Score the image using OpenPose .

python

Lines of Code : 53

License : Permissive (MIT License)

Copy

def score(self, filebytes, return_image=False, img_dim=1750):
        """Score an image. 
        
        Args:
            filebytes: Image in stream.
            return_image (optional): Whether a scored image needs to be returned, defaults to Fal

Create an openpose image from a file .

python

Lines of Code : 15

License : Permissive (MIT License)

Copy

def create_openpose_image(filebytes, img_dim):
    """Create image from file bytes.
    
    Args:
        filebytes: Image in stream.
        img_dim: Max dimension of image.
    
    Returns:
        Image in CV2 format. 
    """
    # file_bytes =

Community Discussions

Trending Discussions on openpose

Why set STRINGS property for a CACHE variable?

Clang failing to find header files in non-standard location

How do I get eulerangles from two Vector3 coordinates based on openpose 3d?

No output when trying to run a shell command from python

OpenCV: Comparing poses from webcam and image

Save array with multiple columns to csv

How to Detect "human hand Pose" using OpenPose or any other alternatives in python and OpenCV?

CMake: unsupported GNU version -- gcc versions later than 8 are not supported

CMake Error at cuda_compile_1_generated_batch_norm_layer.cu.o.Release.cmake after downgrading GCC 9.3.0 to 7 for openpose

installing Boost for CMake in OpenPose in Ubuntu 20.04

QUESTION

Why set STRINGS property for a CACHE variable?

Asked 2021-Aug-23 at 10:08

Well I always had troubles understanding the cmake doc, but concerning the set_property I cant get it, especially in this example, taken from the CMakeLists of Openpose.

...

ANSWER

Answered 2021-Aug-17 at 18:10

The command

Source https://stackoverflow.com/questions/68817969

QUESTION

Clang failing to find header files in non-standard location

Asked 2021-Jun-15 at 18:43

I am currently trying to build OpenPose. First, I will try to describe the environment and then the error emerging from it. Caffe, being built from source, resides in its entirety in [/Users...]/openpose/3rdparty instead of the usual location (I redact some parts of the filepaths in this post for privacy). All of its include files can be found in [/Users...]/openpose/3rdparty/caffe/include/caffe. After entering this command:

...

ANSWER

Answered 2021-Jun-15 at 18:43

You are using cmake. The makefiles generated by cmake don't conform to "standard" makefile conventions; in particular they don't use the CXXFLAGS variable.

When you're using cmake, you're not expected to modify the compiler options by changing the invocation of make. Instead, you're expected to modify the compiler options by either editing the CMakeLists.txt file, or else by providing an overridden value to the cmake command line that is used to generate your makefiles.

Source https://stackoverflow.com/questions/67991707

QUESTION

How do I get eulerangles from two Vector3 coordinates based on openpose 3d?

Asked 2021-Jun-04 at 09:59

In short. I want to make following program.

Input: Two Vector3 coordinates P1 = (x1, y1, z1) P2 = (x2, y2, z2)

output: one Eulerangles (P1->P2 or P2->P1).

I'm trying to apply 3d openpose joint data to robot arm control. 3d openpose data is constructed by Vector3 (x, y, z). but I must use EulerAngles to control a robot arm.

Please tell me how to calculate EulerAngles from two Vector3 coordinates.

The following diagram outlines what I want to do. Sorry for the hand-drawn illustration.
outline diagram

The following is a brief summary of code

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ANSWER

Answered 2021-Jun-04 at 09:59

I was able to solve this problem on my own. I found the project "video2bvh" on GitHub. It Converts openpose to BVH data. These programs work very well.

GitHub: https://github.com/KevinLTT/video2bvh

Source https://stackoverflow.com/questions/67731514

QUESTION

No output when trying to run a shell command from python

Asked 2021-May-04 at 10:00

I've never created PowerShell script or anything like that so that's why I'm trying to run the command from Python instead since I thought all I have to do is just called it using the os.popen() command.

I have over 5000 folders all containing images that I'm going to extract keypoints from using a script that I've downloaded from github.

When I tried running my Python script nothing shows up. There's a window containing the image with the keypoints that is supposed to show up when I run the command but nothing shows up.

I have tried the command in PowerShell on one folder and it works perfectly.

Here's my script:

...

ANSWER

Answered 2021-May-04 at 08:14

You could try with subprocess module from the Python standard library:

Source https://stackoverflow.com/questions/67377529

QUESTION

OpenCV: Comparing poses from webcam and image

Asked 2021-Mar-07 at 00:56

I would like to compare my poses obtained from a webcam to that of a pose obtained from an image. The base code for the pose estimation is from: https://github.com/opencv/opencv/blob/master/samples/dnn/openpose.py

How can I compare my own poses live-time with an image's pose, and return True if the two poses match within some threshold?

For instance, if I put my arms in a certain up to match an image of someone doing the same, how could I get a result of how close the match is?

What would be a way of doing this / where could I find more information on this?

...

ANSWER

Answered 2021-Mar-07 at 00:56

As you can see here, the result of the detected human pose is indexed from 0 to 17.

You can use L2 distance to measure the distance between all pairs.

E.g., for the 0-th joint:

Source https://stackoverflow.com/questions/66512022

QUESTION

Save array with multiple columns to csv

Asked 2021-Feb-27 at 21:36

If i write like this i get the csv file i want

...

ANSWER

Answered 2021-Feb-27 at 21:18

Let's try this backwards. Suppose we have this linear list a, we can make that into a numpy array as follows. This would allow you to use your function get_val instead.

Source https://stackoverflow.com/questions/66403344

QUESTION

How to Detect "human hand Pose" using OpenPose or any other alternatives in python and OpenCV?

Asked 2021-Jan-16 at 08:40

I am trying to detect human hand pose using OpenPose just like given in this video https://github.com/CMU-Perceptual-Computing-Lab/openpose/blob/master/.github/media/pose_face_hands.gif for hand part. I have downloaded the caffe model and prototxt file. Below is my code to implement the model.

...

ANSWER

Answered 2021-Jan-16 at 08:40

Try this code below

Source https://stackoverflow.com/questions/65746137

QUESTION

CMake: unsupported GNU version -- gcc versions later than 8 are not supported

Asked 2021-Jan-07 at 20:31

Before downgrading my GCC, I want to know if there's a way to figure which programs/frameworks or dependencies in my machine will break and if there is a better way to do this for openpose installation? (e.g. changing something in CMake)

Is there a hack to fix this without changing my system GCC version and potentially breaking other things?

...

ANSWER

Answered 2021-Jan-07 at 20:31

Solved by downgrading the GCC from 9.3.0 to 7:

Source https://stackoverflow.com/questions/65605972

QUESTION

CMake Error at cuda_compile_1_generated_batch_norm_layer.cu.o.Release.cmake after downgrading GCC 9.3.0 to 7 for openpose

Asked 2021-Jan-07 at 20:22

Do you know how I could fix the following error? It happened after I downgraded from GCC 9.3.0 to 7 using the following commands (with the previous version of GCC I got this error: CMake: unsupported GNU version -- gcc versions later than 8 are not supported):

...

ANSWER

Answered 2021-Jan-07 at 20:22

$ sudo ln -s /usr/bin/gcc-7 /usr/bin/cc
$ sudo ln -s /usr/bin/g++-7 /usr/bin/c++

Source https://stackoverflow.com/questions/65618513

QUESTION

installing Boost for CMake in OpenPose in Ubuntu 20.04

Asked 2021-Jan-07 at 02:15

How should I install Boost for CMake in OpenPose in Ubuntu 20.04? The current way I have installed it throws an error:

...

ANSWER

Answered 2021-Jan-07 at 02:15

Thanks a lot to [R] in IRC channel

Source https://stackoverflow.com/questions/65605733

Community Discussions, Code Snippets contain sources that include Stack Exchange Network

Vulnerabilities

No vulnerabilities reported

Install openpose

If you want to use OpenPose without installing or writing any code, simply download and use the latest Windows portable version of OpenPose!. Otherwise, you could build OpenPose from source. See the installation doc for all the alternatives.
Simply use the OpenPose Demo from your favorite command-line tool (e.g., Windows PowerShell or Ubuntu Terminal). E.g., this example runs OpenPose on your webcam and displays the body keypoints:. You can also add any of the available flags in any order. E.g., the following example runs on a video (--video {PATH}), enables face (--face) and hands (--hand), and saves the output keypoints on JSON files on disk (--write_json {PATH}). Optionally, you can also extend OpenPose's functionality from its Python and C++ APIs. After installing OpenPose, check its official doc for a quick overview of all the alternatives and tutorials.

Support

Our library is open source for research purposes, and we want to improve it! So let us know (create a new GitHub issue or pull request, email us, etc.) if you...

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