Access clients webcam from Flask server

I'll assume that you are more interested in architectural decisions for you application that specific implementation details. You will need to use client side and server side for this application.

Client side is html page with javascript that will capture images from web cam. There are many resources on internet about this topic. This article explains how it works with some examples. I would recommend to use some javascript library like this one

The next thing is to decide how client application and server side transfers image data. In case you would like to stream webcam video to server, do some computation and stream data back to client application, WebSockets are your friend. This tutorial describes how to set up flask application for websockets.

Much easier approach is to POST image data to the server, do some computation and respond to client. Downside of this approach is that it's not suitable for continuous video processing. But you can use it for single video frame processing. Otherwise you would flooded your server with requests.

The last thing to decide is how much processing is done to images on server side. If you would do some extensive computation that takes long time, I would recommend celery for background tasks. HOWEVER this would change architecture considerably.

For a proof of concept, I would recommend following. Take single image with webcam, post it to server, do quick computation on image and respond with what you've had computed.

Good luck.