Object Detection 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 .

📌 Note : You may create your own detection model .

Steps Followed:

• Take image as input
• Convert image in black and white format
• Image Noise Reduction
• Locating the Number Plate from the Image and cropping it
• Pass the Image in Prediction Model for Prediction
• Print the Output

Now let’s see the working of the model…

1: Importing required library and fetching car image

2: Sketching image and finding counterpoints

3. Then we find the number plate by highlighting it.

4. Fetching number plate and then determining the number on it

5. Printing number and highlighting it in original image

Thankyou !!