Abstract: This study presents an automated approach to emotion detection and classification in informal text using SpaCy, with a focus on social media content such as tweets. The inherent brevity and ...

NLP-powered fake news detector with explainable predictions, confidence scoring, and a live Streamlit dashboard. TF-IDF + engineered metadata features + calibrated SVM. Paste text or drop a URL.

Real-time Face & emotion recognition system using a lightweight CNN, with OpenCV webcam inference, GroqCloud for chatbot & FastAPI + frontend web deployment. Real-time behavioral intelligence for call ...

Sentiment analysis is a powerful technique that you can use to do things like analyze customer feedback or monitor social media. With that said, sentiment analysis is highly complicated since it ...