openpose | human segmentation tool built on top of OpenSurfaces | Machine Learning library
kandi X-RAY | openpose Summary
kandi X-RAY | openpose Summary
Openpose is a human segmentation tool built on top of OpenSurfaces by Sean Bell et al. It allows to easily separate foreground and background by using the GrabCut algorithm. Credits for it's creation go to Martin Kiefel and the OpenSurfaces authors. It has been used to create the UP dataset(s): It is heavily based on the OpenSurfaces package (
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Top functions reviewed by kandi - BETA
- Combine segmentation into a single segment
- Return the end points of a part
- The end points of the image
- Calculate the endpoints from a stick
- Deletes all results of a task
- Write the segmentation to the given image
- Generate a random key
- Determine if the record has expired
- Return a JSON view of a model
- Displays the stats page
- Find the most parallel vector of a list of vectors
- Compute the centroid of a complex polygon
- Returns all submissions matching the given filter
- Construct all UVN frames from a list of vectors
- Mark the instance as invalid
- Get the pixel at the given coordinates
- View task for creating new HITs
- View for the given assignment
- List all photos for a dataset
- Show all pending content for a given experiment
- Return the indices of segments that intersect the query
- Generate a PNG image
- Summarize profiling
- Go to the image
- Show example example
- Displays the layout of the experiment
openpose Key Features
openpose Examples and Code Snippets
Lines of Code : 53License : Permissive (MIT License)
Copydef 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 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
QUESTION
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 18:10The command
QUESTION
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 18:43You 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.
QUESTION
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
...ANSWER
Answered 2021-Jun-04 at 09:59I 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.
QUESTION
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 08:14You could try with subprocess module from the Python standard library:
QUESTION
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 00:56As 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:
QUESTION
If i write like this i get the csv file i want
...ANSWER
Answered 2021-Feb-27 at 21:18Let'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.
QUESTION
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 08:40Try this code below
QUESTION
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 20:31Solved by downgrading the GCC from 9.3.0 to 7:
QUESTION
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++
QUESTION
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 02:15Thanks a lot to [R] in IRC channel
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Install openpose
You can use openpose like any standard Python library. You will need to make sure that you have a development environment consisting of a Python distribution including header files, a compiler, pip, and git installed. Make sure that your pip, setuptools, and wheel are up to date. When using pip it is generally recommended to install packages in a virtual environment to avoid changes to the system.
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