powerexploit · pallavisavant · Oct 3, 2020 · Oct 8, 2020
diff --git a/Image-Processing/Recognize Text From image/Recognize_text_from_image.py b/Image-Processing/Recognize Text From image/Recognize_text_from_image.py
@@ -0,0 +1,19 @@
+from PIL import Image
+import pytesseract
+import cv2
+import os
+
+# path to the Tessaract
+pytesseract.pytesseract.tesseract_cmd = r"C:\Program Files\Tesseract-OCR\tesseract.exe"
+
+image = cv2.imread("image.jpg")                                            #read image
+gray = cv2.cvtColor(image, cv2.COLOR_BGR2GRAY)                             #convert image into gray colored image
+filename = "{}.jpg".format(os.getpid())
+cv2.imwrite(filename, gray)                                                #write image into file
+text = pytesseract.image_to_string(Image.open(filename))                   #convert image into string and store in variable text
+cv2.imshow("Image", image)
+cv2.imshow("Output", gray)
+cv2.waitKey(1)
+print("successfully found") if 'NEVER' in text else print("Text Not Found")
+os.remove(filename)
+
diff --git a/Web-Scraping/flipcart_ratings_price_scraping/README.md b/Web-Scraping/flipcart_ratings_price_scraping/README.md
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+We can collecting various details(price,name,ratings) of e-commerse website(Flipcart) and storing it in csv file:)
+
+#Modules used
+Selenium :This is used to automate the web application and it does support chrome,firefox,IE,safari
+Pandas :Python library used for data analysis,DataFrames is two-dimensional(2-D) data structure defined in pandas which consists of rows and columns.
+BeautifulSoup :Beautiful Soup is a Python library for pulling data out of HTML and XML files. It works with your favorite parser to provide idiomatic ways of navigating, searching, and modifying the parse tree.
diff --git a/Web-Scraping/flipcart_ratings_price_scraping/chromedriver.exe b/Web-Scraping/flipcart_ratings_price_scraping/chromedriver.exe
diff --git a/Web-Scraping/flipcart_ratings_price_scraping/products.csv b/Web-Scraping/flipcart_ratings_price_scraping/products.csv
@@ -0,0 +1,25 @@
+Product Name,Price,Rating
+HP 15s Core i3 10th Gen - (4 GB/512 GB SSD/Windows 10 Home) 15s-fr1004tu Thin and Light Laptop,"₹39,990",4.4
+Asus VivoBook 14 Ryzen 5 Quad Core 3500U - (8 GB/512 GB SSD/Windows 10 Home) X412DA-EK501T Thin and Li...,"₹42,990",4.3
+Dell Vostro Core i3 10th Gen - (4 GB/256 GB SSD/Windows 10 Home) Vostro 3491 Thin and Light Laptop,"₹35,990",4.2
+Apple MacBook Air Core i3 10th Gen - (8 GB/256 GB SSD/Mac OS Catalina) MWTJ2HN/A,"₹92,990",4.7
+Acer One 14 Pentium Dual Core - (4 GB/1 TB HDD/Windows 10 Home) Z2-485 Thin and Light Laptop,"₹24,990",4.1
+Dell Vostro Core i5 10th Gen - (8 GB/1 TB HDD/256 GB SSD/Windows 10 Home) Vostro 3491 Thin and Light L...,"₹53,490",4.2
+Acer Aspire 7 Core i5 9th Gen - (8 GB/512 GB SSD/Windows 10 Home/4 GB Graphics/NVIDIA Geforce GTX 1650...,"₹58,990",4.5
+Apple MacBook Pro with Touch Bar Core i5 8th Gen - (8 GB/256 GB SSD/Mac OS Catalina) MXK62HN/A,"₹1,22,990",4.8
+Lenovo Ideapad S540 Core i5 10th Gen - (8 GB/1 TB HDD/256 GB SSD/Windows 10 Home/2 GB Graphics) S540-1...,"₹65,990",4.5
+MSI GL65 Leopard Core i7 10th Gen - (16 GB/1 TB HDD/256 GB SSD/Windows 10 Home/6 GB Graphics/NVIDIA Ge...,"₹1,19,990",4.8
+HP 14s Core i5 10th Gen - (8 GB/1 TB HDD/256 GB SSD/Windows 10 Home) 14S-ER0003TU Thin and Light Lapto...,"₹63,990",4.4
+HP Pavilion x360 Core i7 8th Gen - (8 GB/1 TB HDD/256 GB SSD/Windows 10 Home/2 GB Graphics) 14-dh0112T...,"₹79,990",4.8
+Asus VivoBook 14 Core i3 10th Gen - (4 GB/256 GB SSD/Windows 10 Home) X412FA-EK363T Thin and Light Lap...,"₹36,990",4.3
+HP Pavilion x360 Core i3 10th Gen - (8 GB/512 GB SSD/Windows 10 Home) 14-dh1178TU 2 in 1 Laptop,"₹53,990",4.3
+MSI Alpha 15 Ryzen 7 Quad Core 3750H - (16 GB/1 TB HDD/256 GB SSD/Windows 10 Home/4 GB Graphics/AMD Ra...,"₹69,990",4.7
+Asus VivoBook 14 Core i5 10th Gen - (8 GB/1 TB HDD/256 GB SSD/Windows 10 Home/2 GB Graphics) X412FJ-EK...,"₹59,990",4.4
+HP Omen Ryzen 5 Hexa Core 4600H - (8 GB/512 GB SSD/Windows 10 Home/4 GB Graphics/NVIDIA Geforce GTX 16...,"₹75,990",4.6
+Acer Aspire 7 Ryzen 7 Quad Core 3750H - (8 GB/512 GB SSD/Windows 10 Home/4 GB Graphics/NVIDIA Geforce ...,"₹59,990",4.2
+HP 15 Ryzen 3 Dual Core 3200U - (4 GB/1 TB HDD/Windows 10 Home) 15-db1069AU Laptop,"₹32,180",4.1
+Asus TUF Gaming A17 Ryzen 7 Octa Core 4800H - (16 GB/1 TB HDD/256 GB SSD/Windows 10 Home/6 GB Graphics...,"₹91,990",4.8
+Apple MacBook Air Core i5 10th Gen - (8 GB/512 GB SSD/Mac OS Catalina) MVH22HN/A,"₹1,22,990",4.5
+Lenovo Ideapad S145 Ryzen 3 Dual Core 3200U - (4 GB/1 TB HDD/Windows 10 Home) S145-15API Laptop,"₹33,490",4
+Asus ROG Strix G15 (2020) Core i7 10th Gen - (16 GB/1 TB SSD/Windows 10 Home/4 GB Graphics/NVIDIA Gefo...,"₹96,990",4.8
+Apple MacBook Air Core i3 10th Gen - (8 GB/256 GB SSD/Mac OS Catalina) MWTL2HN/A,"₹92,990",4.7
diff --git a/Web-Scraping/flipcart_ratings_price_scraping/requirements.txt b/Web-Scraping/flipcart_ratings_price_scraping/requirements.txt
@@ -0,0 +1 @@
+selenium==1.24.2
diff --git a/Web-Scraping/flipcart_ratings_price_scraping/scraping.py b/Web-Scraping/flipcart_ratings_price_scraping/scraping.py
@@ -0,0 +1,21 @@
+from selenium import webdriver
+from bs4 import BeautifulSoup
+import pandas as pd
+driver = webdriver.Chrome(r"chromedriver")
+products=[]
+prices=[]
+ratings=[]
+driver.get("https://www.flipkart.com/laptops/</a>~buyback-guarantee-on-laptops-/pr?sid=6bo%2Cb5g&amp;amp;amp;amp;amp;amp;amp;amp;amp;uniq")
+content = driver.page_source
+soup = BeautifulSoup(content,'html.parser')
+for a in soup.findAll('a',href=True, attrs={'class':'_31qSD5'}):
+ name=a.find('div', attrs={'class':'_3wU53n'})
+ price=a.find('div', attrs={'class':'_1vC4OE _2rQ-NK'})
+ rating=a.find('div', attrs={'class':'hGSR34'})
+ products.append(name.text)
+ prices.append(price.text)
+ ratings.append(rating.text)
+df = pd.DataFrame({'Product Name':products,'Price':prices,'Rating':ratings})
+df.to_csv('products.csv', index=False, encoding='utf-8')
+driver.close()
+