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import gradio as gr | |
from transformers import pipeline | |
sentiment = pipeline('sentiment-analysis') | |
def get_sentiment(input_text): | |
return sentiment (input_text) | |
iface = gr.Interface(fn = get_sentiment, | |
inputs = 'text', | |
outputs = ['text'], | |
title = 'Sentiment Analysis', | |
examples = ['The movie was very bad', 'Every day is a new opportunity.'], | |
article = 'This project is for software engineering with team members Aditya Jadhav, Sujal Kuthe, Sujal Wakalkar, and Adesh Ingle. We developed a web application for sentiment analysis that takes text data as input and classifies whether it is positive or negative.', | |
thumbnail = '/content/sentiment-analysis.png', | |
theme = gr.themes.Soft()) | |
iface.launch() |