you can download an image, but that doesn’t mean you can use it as if it were your own. Most websites license their images to prevent you from republishing them or reusing them in…
Year: 2022
Label Encoding Label Encoding is a popular encoding technique for handling categorical variables. In this technique, each label is assigned a unique integer based on alphabetical ordering. Let’s see how to implement label encoding in…
Less Is Not Laziness. Alternating periods of activity and rest is necessary to survive, let alone thrive. By working only when you are most effective, life is both more productive and more enjoyable. Doing…
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…