Ramer-Douglas-Peucker Algorithm, also known as **Douglas–Peucker algorithm** and **iterative end-point fit algorithm, **is a cartographic/line generalization algorithm. It basically reduces the number of points in a curve/line without losing the shape of the curve/line, based on some tolerance parameter ‘epsilon’ (ε). This has a wide range of applications, that range…

OCR of the images also included.

`import pandas as pd`

import numpy as np

import cv2

import seaborn as sns

import sklearn

import matplotlib.pyplot as plt

from textwrap import wrap

import pytesseract

import re,string

from wordcloud import WordCloud, STOPWORDS

from tqdm.notebook import tqdm

from joblib import dump, load

import nltk

from nltk.corpus import stopwords

nltk.download('stopwords')…