/CSE342-SML-Project

Course Project for Statistical Machine Learning Course (CSE-342) at IIITD, Winter'23

Primary LanguageJupyter Notebook

SML-Project

Course Project for [CSE342] Statistical Machine Learning

Find the project report here.

Machine Learning Approach - Voting Classifier:

  1. Workflow:
Screenshot 2023-09-21 at 11 02 12 AM

Deep Learning based Approach - Convolutional Neural Network:

  1. Workflow:
Screenshot 2023-09-21 at 11 04 32 AM
  1. Analysis of CNN with and without regularisation:
Screenshot 2023-09-21 at 11 03 37 AM
  1. Final CNN Architecture
Screenshot 2023-09-21 at 11 04 04 AM