This article aims to build an API for face recognition using Dlib library for Python. To create the API, we are going to use Flask…
This article aims to build an API for face recognition using Dlib library for Python. To create the API, we are going to use Flask framework for Python 3. For the purpose of being simple, we are going to deploy this API into Heroku environment, which provides simple steps that we can easily follow, even not being any expert in the area. Docker will help us with our heaviest dependencies. Shall we start?
Learn Free how to create a virtual pen and eraser with python and OpenCV with source code and complete guide. This entire application is built fundamentally on contour detection. It can be thought of as something like closed color curves on compromises that have the same color or intensity, it's like a blob. In this project we use color masking to get the binary mask of our target color pen, then we use the counter detection to find the location of this pen and the contour to find it.
This is a walkthrough explaining how to Dockerize and deploy on Heroku a Python application using MongoDB Atlas. Verify you can run the application in your favourite IDE (PyCharm is mine) or from the command line (`python app.py`)
OpenCV Python in Python will explain all the basics of OpenCV. It also explains how to create a face recognition system and a motion detector.
In this tutorial, you’re going to learn a variety of Python tricks that you can use to write your Python code in a more readable and efficient way like a pro.
Following the second video about Docker basics, in this video, I explain Docker architecture and explain the different building blocks of the docker engine; docker client, API, Docker Daemon. I also explain what a docker registry is and I finish the video with a demo explaining and illustrating how to use Docker hub.