Implementation in Python for Dempster Shafer algorythm with application in predicting movies genres by reviews

Keras implementation of multi-label classification of movie genres from IMDB posters

Multiclass Text Classification problem where I used movie plot summaries to predict movie genres

In this repo i have created a Movies Genre Classification project in machine learning using NLP.

Predicting genre of movies based on the summary/plot.

Movie genre classification form movie subtitles

Successful work completed as Intern at CodSoft in September 2023

Using Multinomial Naive Bayes, this code snippet illustrates a text classification task. It starts by loading training and testing data sets containing text descriptions and the associated genres.

CNN-based method for movie genre classification from posters, with data pre-processing (one-hot encoding, missing values, imbalance, resizing). Performance compared to LeNet, AlexNet, VGG, ResNet-50, Logistic Regression, and Random Forest.

Movie Genre Classification based on Synopsis using Deep Neural Network and TF-IDF Vectorizer

Movie genre classifier

This Repository contains the 3 projects that I completed during my Machine Learning Internship with CODSOFT.

CODSOFT Machine Learning Internship Tasks

A machine learning approach to classify movies into multiple genres based on their plot summaries. The project demonstrates data preprocessing, feature extraction using TF-IDF vectorization, and model training with classifiers like Logistic Regression and Random Forest.