I'm trying to install OpenCV on Heroku so my Python web app can use OpenCV. How can I go about doing this?
Thanks!
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5 Answers
Its for the fellow googlers who might have been facing the same issue.
Just simply change opencv-python in your requirements.txt to opencv-python-headless.
opencv-python-headless is an opencv build that has no gpu support. The file libsm.so (P.S dont remember the name correctly) that is giving the error is for GPU support.
For reference :
1 Comment
klaus
This was simpler than other answers and solved my problem.
Links posted by friism didin't work for me, so I created a custom buildpack that should be more than enough for the situation you described.
You can find the buildpack here.
3 Comments
Jason B
Thanks for posting this Diogo. The links posted by @friism did not work for me either, and I will try this and let you know my success at a later point (at this point, it's for an old project that I ended up using Amazon EC2 for instead).
Indi
@Diogo I tried using your buildpack, but get this error. Any help much appreciated. 2017-04-19T13:17:39.305177+00:00 heroku[web.1]: Starting process with command
python app.py runserver 0.0.0.0:5000 2017-04-19T13:17:42.488675+00:00 app[web.1]: ruby: symbol lookup error: /usr/lib/ruby/1.9.1/x86_64-linux/enc/encdb.so: undefined symbol: rb_enc_set_base 2017-04-19T13:17:42.503774+00:00 app[web.1]: ImportError: No module named site
Lelo
As of 2018, you can use a buildpack to install apt libs. See stackoverflow.com/a/51004957/660711
this question has also come up on the Heroku forums. It looks like there are a couple buildpacks you could look into:
- https://github.com/gimlids/heroku-buildpack-python-opencv
- https://github.com/hdachev/heroku-buildpack-opencv
Here's how to use a custom buildpack.
Comments
The following steps should solve the problem of openCV which you are facing -
- Add the heroku-buildpack-apt to the BuildPack by pasting - https://github.com/heroku/heroku-buildpack-apt to add buildpack in dasboard. ScreenShot - Adding through Dashboard -> Settings -> Add BuildPacks
- Then add the Aptfile in your Github base directory which contains -
libsm6
libxrender1
libfontconfig1
libice6
- one library in each line. See Example Github Link
Now build and deploy and you are ready to go!
1 Comment
David Buck
Welcome to Stack Overflow. FYI, if you come across several questions for which you believe the exact same answer will solve all of the questions, you should not post the answer on all of the questions (they probably be deleted either by a moderator or an automated check for duplicate answers). What you should do is consider flagging the posts as duplicate questions.
it looks like I am late to this thread but here's my solution that worked for me. I needed to demo this API that makes use of OpenCV with Django DRF.
I tried all the solutions that consisted of adding .buildpacks and Aptfiles but none worked for me.
I ended up removing the .buildpacks file and Aptfile and added opencv-python-headless in the requirements.txt file as a replacement to opencv-python
Just doing that got the API working on python-3.8.0 runtime. The libgl1 and such dependencies are for the GUI and GPU centric version that comes with opencv-python. So you can get away with opencv-python-headless or opencv-contrib-python-headless. The only buildpack you need is the heroku/python buildpack.
For more details, check options 3 and 4 here!
I have a GitHub repo for the same if you want to check it out!
NOTE: You can not use methods like cv2.imshow() with headless. You wouldn't be meaning to anyway but just a warning.
