pranav-singh-developer-1/movie-sentiment-analysis

🎬 Movie Review Sentiment Analyzer

Welcome to the Movie Review Sentiment Analyzer! This app uses a TensorFlow-based neural network to classify IMDb-style movie reviews as Positive 😊 or Negative 😞.

🧠 Powered By

• —TensorFlow (2.15)
• —Streamlit for UI
• —Matplotlib for visual feedback
• —TensorFlow Datasets for training with imdb_reviews

🚀 Features

• —📥 Analyze individual or batch reviews
• —📊 Visual confidence chart
• —🧠 Automatically trains the model if not found
• —💾 Loads from saved_model/ if already trained

🛠 How it works

1. 1.If no trained model is found, main.py trains one using the IMDb dataset.
2. 2.Once trained, the model is saved in saved_model/.
3. 3.app.py provides an interactive Streamlit interface for predictions.

🧾 File Structure

. ├── app.py # Streamlit UI app ├── main.py # Training script ├── saved_model/ # TensorFlow model directory (auto-created) ├── requirements.txt # All dependencies

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✨ Try it out

Type your own movie review, or upload a .txt file with one review per line!

Made with ❤️ by Pranav Singh