Hand Written Digit Recognizer

SUMMARY OF HAND WRITTEN DIGIT  RECOGNIZER: Firstly ,we are going to import all the modules  that we are going to need for training our models Preprocessor the data Create the model Train the model Evaluate the model  

Project Title

Hand Written Digit Recognizer

Project Area of Specialization

Artificial Intelligence

Project Summary

SUMMARY OF HAND WRITTEN DIGIT  RECOGNIZER:

Firstly ,we are going to import all the modules  that we are going to need for training our models

Preprocessor the data

Create the model

Train the model

Evaluate the model

Project Objectives

• The main objective of this project is to find a representation of isolated hand written digits that allow their effective recognition.
• . The main problem is to address the feature extraction and correct classification approaches.
• The main aim of this  is to facilitate  for recoginition of hand written numeral without using any standard classification techniques. 
• The main objective of this project is  is to Implement a classification algorithm to recognize hand written digits (0-9)

Project Implementation Method

• implementations includes:
• pre-processor,feature extraction and classification(multi feature).
• Big,simple neural nets for Hand written digit recognizer.

Benefits of the Project

• The main aim of this project (hand written digit recognizer) is that  it does not require any learning for system as compared to neural network recognition system.
• The main benefits of this project is that ir does not require  any learning for the system as comoared to neural network recogniyion system.

Technical Details of Final Deliverable

• TOOLS:
• The tools that we used in hand writren digit recognition includes
• ;matlab,data set,feasibility study,MNIST etc.
• Techniques:
• the techniques that We can used in hand written digit recognizer includes OCR(optical character recognition)
• This is most mainstream technique used for  hand written digit recognizer.

Final Deliverable of the Project

Hardware System

Core Industry

Education

Other Industries

Others

Core Technology

Artificial Intelligence(AI)

Other Technologies

Others

Sustainable Development Goals

Industry, Innovation and Infrastructure

Required Resources

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