FastAPI wrapper for a Roberta Sentiment Analysis Model

Description

This project is a FastAPI wrapper for the Roberta Sentiment Analysis Model using the cardiffnlp/twitter-roberta-base-sentiment-latest model from Hugging Face's Transformers library. The Roberta model is a powerful language model that has been fine-tuned specifically for sentiment analysis tasks. With this FastAPI wrapper, you can easily perform sentiment analysis on text inputs with just a few API calls.

Requirements

• Python3
• Git

To run this project:

1. Clone the repo to your local machine

   git clone https://github.com/pelpuo/yolov3_api.git
   

2. Switch to the project directory in your terminal

   cd yolov3_api
   

3. Create a python virtual environment to manage packages

   python -m venv env
   

4. Activate the virtual environment

   //ON WINDOWS
   .\env\Scripts\activate
   
   //ON LINUX
   source env\bin\activate
   

5. Install the packages

   pip install -r requirements.txt
   

6. Start the project

   py main.py