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OpenCV built from source: Pycharm doesn't get autocomplete information

I'm trying to install OpenCV into my python environment (Windows), and I'm almost all of the way there, but still having some issues with autocomplete and Pycharm itself importing the library. I've been through countless other related threads, but it seems like most of them are either outdated, for prebuilt versions, or unanswered.
I'm using Anaconda and have several environments, and unfortunately installing it through pip install opencv-contrib-python doesn't include everything I need. So, I've built it from source, and the library itself seem to be working fine. The build process installed some things into ./Anaconda3/envs/cv/Lib/site-packages/cv2/: __init__.py, some config py files, and .../cv2/python-3.8/cv2.cp38-win_amd64.pyd. I'm not sure if it did anything else.
But here's where I'm at:
In a separate environment, a pip install opencv-contrib-python both runs and has autocomplete working
In this environment, OpenCV actually runs just fine, but the autocomplete doesn't work and Pycharm complains about everything, eg: Cannot find reference 'imread' in '__init__.py'
Invalidate Caches / Restart doesn't help
Removing and re-adding the environment doesn't help
Deleting the user preferences folder for Pycharm doesn't help
Rebuilding/Installing OpenCV doesn't help
File->Settings->Project->Project Interpreter is set correctly
Run->Edit Configuration->Python Interpreter is set correctly
So my question is: how does Pycharm get or generate that autocomplete information? It looks like the pyd file is just a dll in disguise, and looking through the other environment's site-packages/cv2 folder, I don't see anything interesting. I've read that __init__.py has something to do with it, but again the pip version doesn't contain anything (except there's a from .cv2 import *, but I'm not sure how that factors in). The .whl file you can download is a zip that only contains the same as what 'pip install' gets.
Where does the autocomplete information get stored? Maybe there's some way to copy it from one environment to another? It would get me almost all the way there, which at this point would be good enough I think. Maybe I need to rebuild it with another flag I missed?

Got it finally! Figures that would happen just after posting the question...
Turns out .../envs/cv/site-packages/cv2/python-3.8/cv2.cp38-win_amd64.pyd needed to be copied to .../envs/cv/DLLs/. Then PyCharm did it's magic and is now all good.

Alternatively add the directory containing the .pyd file to the interpreter paths.
I had exactly this problem with OpenCV 4.2.0 compiled from sources, installed in my Conda environment and PyCharm 2020.1.
I solved this way:
Select project interpreter
Click on the settings button next to it and then clicking on the Show paths for selected interpreter
adding the directory containing the cv2 library (in my case in the Conda Python library path - e.g. miniconda3/lib/python3.7/site-packages/cv2/python-3.7). In general check the site-packages/cv2/python-X.X directory)

Modules Not Found - I cannot externally run a .py file developed using PyCharm

I am using PyCharm to develop a python project, which uses an external library called win10toast. I have installed win10toast using PyCharm. However, when I tried to run the .py file using cmd (i.e Externally running the python file), an error shows up:
ModuleNotFoundError: No module named 'win10toast'.
I have python 3.6.4. I installed win10toast using PyCharm.
from win10toast import ToastNotifier
I expect the program to run without any error, but currently I am getting the ModuleNotFound error.

Python can be tricky to run properly because it is sensitive to where you installed your dependencies (such as external libraries and packages). If you installed Python to one directory, but accidentally installed the external library to another directory, when you run your .py program, it will be unable to call from the external library because it doesn't exist in the same library that Python is running from.
Lookup where you installed Python on your computer and then find where you installed the external library. Once your find where you installed the external library, move its entire package content to the same directory where Python is installed. Or better yet, reinstall the external library with pip into the same directory as Python.
If you're on Mac, Python and its related dependencies are usually stored somewhere in /User/bin. If you're on Windows, it will be stored somewhere in your C:// directory (possibly somewhere in C:\Users\username\Local\AppData). If you're on Linux, it will be stored somewhere in /usr/bin. Whatever you do, don't move Python from wherever it is because sometimes that can mess up your system for certain operating systems like Mac, which comes with its own version of Python (Python 2.7 I believe, which is outdated anyway).
Lastly, you may have two different versions of Python on your computer, which is common; Python 2.7 and Python 3+. If you wrote your program in one version, but ran it from the other, the external library can only be called from whichever Python version you installed it to. Try running your .py program with python3 instead of python (or vice versa) and see what happens. If it works with one python version over the other, that tells you that the external library is installed in the other version's directory.
That should solve your issue.

I would suggest that you not use PyCharm to install packages, at least not
if the result deviates in the slightest from doing a "pip install" at the command line. I see no reason to involve PyCharm in configuring Python installations. It's just asking for trouble.
I admit that I'm not familiar with the practice I'm suggesting you avoid. I've been using PyCharm since pretty much the week it came out (was an avid user of the IntelliJ Python plugin before that), and have never once considered doing anything but installing Python modules at the command line. That way, I'm sure right where those modules are going (into which base Python install or venv). Also, I know I'm doing all that I can to minimize the differences that I might see between running code in PyCharm and running it at the command line. I'm making my suggestion based solely on this practice having never gone wrong for me.
I have multiple base Python versions installed, and dozens of venvs defined on top of those. PyCharm is great at allowing me to indicate which of these I want to apply to any project or Run/Debug configuration, and utilizing them seamlessly. But agin, I administer these environments at the command line exclusively.
I still experience issues in switching between the command line and PyCharm in terms of one module referencing others in a single source tree. My company has come up with a simple solution to this that insures that all of our Python scripts still run when moving away from PyCharm and its logic for maintaining the Python Path within a project. I've explained the mechanism before on S.O. I'd be happy to find that if anyone is interested.

The library win10toast installed in the directory: YOUR_PYCHARM_WORKSPACE\PycharmProjects\YOUR_PROJECT_NAME\venv\Lib\site-packages
but when you are running your program using cmd, pycharm interpreter uses site-packages directory that you installed python at there. for Ex: C:\Python27\Lib\site-packages
So, you can install the win10toast library to this windows directory using pip.

Getting OpenCV to work with python after compiling from source

I am having an issue getting OpenCV to work with python. I compiled from source using CMake in order to gain access to the SIFT module. Whenever I try to use openCV however, python returns the "No module named 'cv2'" error. It works fine when I install using pip but then I have no SIFT. My build directory is set as an environment variable and my bin directory is in my system path. There were no build issues and the applications that came with the build run fine. Is there another step that I have to perform, such as installing from the compiled project using pip? How do I get my openCV library, compiled from source, to be importable by python?

The solution ended up being both simpler and sloppier than I would have liked. I just installed the regular distribution using pip install opencv-contrib-python, then went into the cv2 folder in Lib/site-packages, replaced the python extension (cv2.cp36-win32.pyd in my case. may be different for others) with the .pyd file from my CMake build (build/lib/python3/Release) and copied everything from build/bin/Release into the Lib/site-packages/cv2 folder. It doesn't look pretty or organized but python can find everything now. If anyone has a cleaner way to do this I'd love to hear it.

Unable to use downloaded third-party library from within PyCharm

I'm working on a script that will plot data onto a map using the Basemap library. I'm trying to import Shapely as well for use in this same script. I'm working with Anaconda2 for Python2.7 in a Windows 7 environment. I used conda install to download the tar.bz2 file from the Conda Packages site (using Windows command line) and it looked like it all installed correctly.
When I open Pycharm and look at my accessible site-packages, I can see this package. However, when I try to use it within my script, I get an error saying that the package does not exist. I ran the script through the debugger to see if it would shed any more light, but I got the same error. Here's a screenshot of my available site packages when I go to Settings-->Project Interpreter from within Pycharm.
Screenshot of PyCharm site packages available
Is there something special I need to do in order to access this package from within a fresh Python file? I was trying to say "import shapely" or "import osx-64-shapely", but both give me the same "package does not exist" error message. I've been able to successfully use other third-party libraries within Python, so I'm not quite sure what the error is here....
I'm new to SO - if you need more details or there's some piece of info I didn't include, please let me know. Thank you for your help!
EDIT: I am NOT asking what the difference is between conda and pip, or how to use pip within PyCharm. I have used both successfully before to install third-party libraries. What I am asking is what might cause a third-party library that appears to have installed successfully from the command line become inaccessible from within PyCharm when I attempt to import it.

I'm not familiar with Shapely but I was astonished to see the name osx-64-shapely as a site-package for your python installation which is in windows 7. Are you sure you downloaded the right file? :)

OpenCV with standalone python executable (py2exe/pyinstaller)

I have a python program that uses OpenCV to get frames from a video file for processing. I then create a standalone executable using py2exe (also tried pyinstaller and got same error). My computer and the target computer are both Windows 7, but the target computer does not have python installed. I use OpenCV to read the frame rate and individual images from a video file.
Problem: When I run the executable on the target computer the frame rate is returned as 0.0 and I cannot read frames.
If python is installed on the target machine then the executable runs as expected, otherwise it produces this error. So it seems that something is missing in the executable, but I get no errors when creating the executable to indicate what might be missing.
Others who have reported similar issues usually have not included the numpy dependency (and get an error indicating this), but I have included numpy. I have also tried including the entire PyQt4 module since this is listed as a dependency on the python xy site for OpenCV (I already have parts of PyQt4 for other parts of the code) and this does not solve the problem either.

I guess I will go ahead and post an answer for this, but solution was provided by #otterb in the comments to the question. I am pasting the text here:
"py2exe is not perfect so will often miss some libraries or dll, pyd etc needed. Most likely you are missing opencv_highgui249.dl‌​l and opencv_ffmpeg249.dll etc. I would use py2exe with no single executable option enabled. And, start manually copying files that might be needed for your app. After identifying them, modify setup.py for py2exe to include them automatically."
I will note however that I use pyinstaller rather than py2exe, since I get fewer problems while building. I still have to manually copy the opencv dll files though.On Windows 7 they are located here: "C:\Python27\DLLs" and they need to be copied into the distribution folder so that they are on the same path as the other dll files that go with the distribution.

Try using pyinstaller, download it using pip :
pip install pyinstaller
if you don't know how to install pip , try downloading python 2.7.9 or above, which has inbuilt pip, but don forget to add python path to environment varibles, this procedure is mentioned in this post:
How to run Pip commands from CMD
After installing pyinstaller, select the main file of your project and run this command
pyinstaller yourprogram.py
it will create folder with application file naming your file name, and finally make sure that numpy and opencv are in lib->site-packages folder of your python27 in your C Folder while running that command
Hope it Helps!