Sequential Data Classifier

Google Docs - Sequential Data Classifier Report

Models

• Model for Handwritten character

• Model for Consonant Vowel (CV)

Project Overview

This project explored the use of RNN (LSTM, GRU) models for the classification of sequential data. Two distinct datasets were used: a handwritten character dataset and a consonant-vowel (CV) segment dataset. Different architectures were built and trained on each dataset, and the experimental results were analyzed.

Tools Used

• Tensorflow
• Keras
• Scikit-learn
• Pandas
• Matplotlib
• Python