Let’s create an EC2 instance where we’ll deploy the API with Docker. First, connect to your AWS account, go to the EC2 section and pick a distribution. I recommend Ubuntu 20.04 LTS for this…
What is One Hot Encoding? A one-hot encoding is a representation of categorical variables as binary vectors. This first requires that the categorical values be mapped to integer values. Then, each integer value is…
The goal of NER is to label names of people, places, organizations, and other entities of interest in text documents. There are three major approaches to NER: lexicon-based, rule-based, and machine learning based. However,…
Packages and software needed python pycharm opencv-python pyautogui mediapipe protobuf = 3.20.0 Installing the packages: opencv-python: you can directly download the package from the pycharm’s settings -> python interpreter or you can pip install…
Project Prerequisites Python open-cv We use Haar Cascade, ML object detection algorithm which is used to identify the objects in an image or video. In this, we train from the data sets and lot…
What is dokku? Dokku is an open-source platform-as-a-service (PaaS). If you’re familiar with Heroku, you can consider Dokku a private Heroku that you manage. In fact, in the Dokku GitHub repo, it’s called a “Docker…
Prerequisites: Python and Scikit-learn installed Active Microsoft Azure Subscription Anaconda or Miniconda First things first we need to configure a virtual environment with Azure ML SDK For that, we need to open a new…
What is MkDocs? MkDocs is a fast, simple, and downright gorgeous static site generator that’s geared towards building project documentation. Documentation source files are written in Markdown, and configured with a single YAML configuration file. What is the Material…
What is a ChatBot? A chatbot is basically software driven by Artificial intelligence. It is used to create conversations between users on the platform without any human on one end. It takes all the…
Python Code: Importing required python libraries. Loading the Data. Training the Model. Evaluating the model: Other Example: Video Surveillance