Object Recognition using CNN model

Task Description 📄

📌 In this task :

Create a model that will detect a car in a live stream or video and recognize characters on number plate of the car .

👉Secondly , it will use the characters and fetch the owners information using RTO API’s .
👉Create a Web portal where all this information will be displayed (using html,css,and js)

import cv2from matplotlib import pyplot as pltimport numpy as npimport imutilsimport easyocr

1. Read in image, Grayscale and Blur

img = cv2.imread('image4.jpg')
gray = cv2.cvtColor(img, cv2.COLOR_BGR2GRAY)
plt.imshow(cv2.cvtColor(gray, cv2.COLOR_BGR2RGB))
<matplotlib.image.AxesImage at 0x1e83664c700>

2. Apply filter and find edges for localization

bfilter = cv2.bilateralFilter(gray , 11, 17, 17) #noise reduction
edged = cv2.Canny(bfilter, 30, 200) #edge detection
plt.imshow(cv2.cvtColor(edged, cv2.COLOR_BGR2RGB))

<matplotlib.image.AxesImage at 0x1e8372a6a30>

3. Find Contours and Apply Mask

keypoints = cv2.findContours(edged.copy(), cv2.RETR_TREE…

❄️ Create a program that perform below mentioned task upon recognizing a particular face.

📌 When it recognize your face then —
👉 It send mail to your mail id by writing this is face of your_name.
👉 Second it send whatsapp message to your friend With Attached Image With Face Labelled With Name.
👉 Third It sends SMS to Your Phone Number With Attached Document Of Recognized Face.

📌 When it recognize second face, it can be your friend or family members face.
👉 Create EC2 instance in the AWS using CLI.
👉 Create 5 GB EBS volume and attach it to the instance

import cv2
import time
import numpy as np
from os import listdir
from os.path import isfile, join
import pywhatkit
import smtplib
import getpass
name = input("Enter Your Name: ")
email = input('Enter E-mail:')
pwd = getpass.getpass(prompt='Enter your Password:')
phn_no = input("Enter your Friend's phone Number: ")

1. Creating DataSet


⚜️ Team Task
📌 Create Live Streaming Video Chat App without voice using cv2 module of Python:

Client Side:

import socket
import threading
import cv2
import numpy
from io import BytesIO

######### server A #######
server=socket.socket(socket.AF_INET, socket.SOCK_STREAM)

ip=input('Enter Friend\'s IP: ')
port=int(input('Enter Friend\'s Port Number: '))

####### client for B #########
remoteserver=socket.socket(socket.AF_INET, socket.SOCK_STREAM)

###### receiving data from client B #######
def receive()…

eam Task 4 Description 📄

🔅 Task 4.1
📌 Create image by yourself Using Python Code.

🔅 Task 4.2
📌 Take 2 image crop some part of both image and swap it.

🔅 Task 4.3
📌 Take 2 image and combine it to form single image. For example collage


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Rupesh Jadhav

ML Learner and Computer Vision/ AWS / DevOps Tools / Cloud Computing /

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