Installing OpenCV for Python on Windows using Anaconda or WinPython

Installing OpenCV for Python on Windows using Anaconda or WinPython

OpenCV is a popular library for Image processing and Computer Vision. Using python with OpenCV combines the simplicity of python with the capabilities of the versatile OpenCV library.

Using the Windows platform to foray into data science and computer vision is a popular choice especially among beginners. Anaconda is the first choice distribution for scientific python particularly on Windows. If a more portable setup is required to say run on a pendrive then I recommend using the WinPython distribution. Both setups allow for installing OpenCV in a straightforward way although it could be misleading for an absolute beginner. The first part explains the step-by-step process of installing OpenCV on Anaconda, the second part explains installing OpenCV on WinPython.

Step 1: Installing Anaconda

Download the latest Anaconda graphical installer for Windows from and check for the Windows architecture on your computer. If its 64-bit then choose the 64 bit graphical installer or else choose the 32-bit installer. Choose Python 3.7 for working with Python 3. This is the preferred option as python 2.7 is reaching its End-Of-Life by 2020.

Image for post

By default the website prompts us to download the macOS installer so click Windows before clicking Download.

Launch the graphical installer and we will be prompted to choose for which user to install.

Image for postchoosing the user under whom to install.

Choosing ?Just Me? is recommended as choosing All Users would require administrator privileges whenever we are modifying Anaconda(as will be illustrated later).

Image for postchoosing the destination folder.

If we chose ?Just Me? then the above dialog will be displayed with the default location being ?C:Users<username>Anaconda3? whereas choosing ?All Users? would display the following dialog:

Image for postdefault location for ?All users? would be ProgramData.

The key is to use a path without spaces between folder names as this can create conflicts for Anaconda later( as it will prompt us when we try to choose such a name).

Image for postAnaconda installation options

Continue to install with the default option of ?Register Anaconda as the system Python 3.7? if we don?t have other versions of python or other distributions installed.

It takes a few minutes for installation to complete. Once completed we may be prompted to optionally install VSCode as an IDE. We may skip this option if we wish to do so.

Step 2: Installing OpenCV

Right. Lets now come to the actual goal of installing OpenCV for python.

Launch the Anaconda prompt from the start menu:

Image for postlaunching Anaconda prompt

We should see a similar prompt if we went according to instructions.

Image for postprompt for normal user.

if you chose ?All users? while installing then you have to launch the prompt by Right-clicking and choosing ?Run as Administrator? to execute with administrator privileges. This is critical.

If we wish to install OpenCV in a separate environment, we need to create an new environment( replace opencv with any name in the command below, note the symbol ? ? ? is a double hyphen, best to copy-paste followed by editing ?opencv? to a name you prefer):

conda create ? name opencv

activate opencv

To install the OpenCV we need to type the following command at the prompt:

conda install -c conda-forge opencv

Image for postinstalling OpenCV through anaconda prompt.

We can alternatively choose to install through anaconda navigator graphical interface. type in ?opencv? in search packages search bar. choose to install all the listed packages.

The prompt will show that it is ?solving environment?. It takes quite a bit of time if you are on slower Internet connection.

Image for postsolving environment

Try to use faster Internet, preferably a wired connection for uninterrupted and best results. if you are in a work or institution based Internet connection then it is likely that an HTTP timeout will occur and we need to enter the command once again and restart the procedure.

Image for postproceed to install by entering y when prompted as shown.

Once the environment is resolved by conda it will list the packages that will be installed, namely: opencv, libopencv, py-opencv.

Enter y to proceed with the installation.

Image for postImage for postconda downloads and installs all required packages.

If you chose ?All Users? then ?executing transaction? will fail with the message ?PermissionError(13,?Access is denied?)?

Image for postaccess denied error is generated if the prompt is not run with administrator privileges.Image for postinstallation is successful.

We can verify if the installation was successful by launching the python interpreter. opencv is referred to as cv2 in python. Type at the prompt:

import cv2

if the prompt is displayed then opencv then python has successfully imported the opencv library. But we should also verify the version of opencv so we need to type:


as of March 2019 the version displayed is 3.4.1 which is the officially supported version of opencv by anaconda environment. If we want to work with a different version then while installing we can specify the version as ?opencv=3.4.1″ as shown below

conda install -c conda-forge opencv=3.4.1

Image for postverify the version of opencv.

Similar steps can be followed to install OpenCV on anaconda for MacOS.

Installing through WinPython

Step 1: Install WinPython

Winpython is a more portable way to work with python projects on windows. We can visit the homepage at We can download the latest release for up to date packages.

Image for postWinPython homepage.

It is preferable to download from the github Releases page of WinPython: The reason being the default link from the homepage redirects to which restricts the download speed quite considerably(around 200KBps). like in Anaconda choose the correct version for the target architecture(64 bit vs 32 bit). The Zero version is the minimalistic version with pretty much bare python without most of the other extra packages( no Spyder, Jupyter etc.)

Image for postGithub release page offers many options to download.Image for postInstall to desired folder.Image for postthe different apps available in WinPython folder.

Step 2: Installing OpenCV

Installing OpenCV in WinPython is quite easy. launch the WinPython Command Prompt.exe to get the prompt. Enter the command.

pip install opencv-python

verify the installation like in anaconda with

import cv2


Thats it! We have successfully installed openCV for python on Windows using Anaconda as well as WinPython.

Hoping this helps you to explore different computer vision algorithms available in OpenCV!

To install Tensorflow especially for GPU I found an article by Harveen Singh which was helpful for me :


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