This is an NLP project in which I've used TensorFlow to classify text messages as 'Ham' or 'Spam'. This project involved data preprocessing with Python and Pandas and the creation of a sophisticated model using TextVectorization, Bidirectional LSTM, and Dense layers. I successfully optimized the model and deployed it with a Gradio interface for real-time user interaction.
0 likes · 26 views · Jul 15, 2024
Created a highly efficient and accurate Spam Classifier, utilizing TensorFlow to create an LSTM network.