SentimenTool is a simple sentiment analysis web application built using Streamlit and Hugging Face Transformers. It allows users to download a pre-trained model and analyze sentiment on user-inputted texts.
You can access and use the SentimenTool directly online at https://sentimentool.streamlit.app/.
- Select the Model: Currently supports TinyBERT for sentiment analysis.
- Select the Dataset: Currently supports the IMDB dataset for sentiment analysis.
- Download Model: Downloads the pre-trained TinyBERT model from an S3 bucket.
- Enter Text: Input any text for sentiment prediction.
- Get Prediction: The tool returns a sentiment label (positive/negative) and a confidence score.
