Study_Easy

Inspiration

Due to an increase in covid 19 cases in the world. Students are majorly attending online classes. Sometimes they may not be able to understand some sentence meaning. Many people forget that every person in this world does not know the English language. Only knowing the English language and wanting to travel to a different country it will be hard for a person to communicate with any person and to read the food menu of Russian meals.

What it does

It takes an input of text of any length and any language.
It identifies the language that input text used .
Converts that particular language text to English.
Input text is given to the following models: 5. Text Summarization to summarize the input text in one sentence. 6 . Text Topic Modeling 7. Named Entity Recognition 8. Sentiment Analysis ## How we built it We built it using flask and streamlit as web frameworks.
Text Summarization This model condenses a text article into a summary of a few sentences. It takes as input any English text document and returns a summary of the input text. 2.Text Topic Modeling This model takes unstructured text as input and returns the top ten topics that are found within the text using the Latent Dirichlet Allocation (LDA) algorithm. 3.Named Entity Recognition Named entity recognition, also known as entity extraction, detects and classifies the entities in a piece of English text into four categories: persons, locations, organizations, and miscellaneous. 4.Sentiment Analysis This model analyzes text to find the sentiment expressed in the text. It takes as input a sentence of text. It produces sentiment scores for the polarity, i.e. how positive or negative the sentence is, and the strength of the emotions in the sentence. ## Challenges we ran into I was getting errors while using the flask app ## Accomplishments that we're proud of

What we learned

How modzy models make ai easy and fast to use. I have made some ai websites from scratch but it takes a lot of time to train and test the model when we make it from scratch. Modzy makes it easy to deploy the models. It was fun to play with modzy different models.

What's next for Study_Easy

Till now I have used modzy models. but know I want to make models for modzy . I found that classification model were very few on modzy website. we can make some classification models . Then by using modzy models , I can make a web app for disabled people.