azureeeeeeeeeeee / Email-Spam-Detector

A text classification using Google BERT and Tensorflow to classify if an email is spam or not spam

Spam Email Detector

A text classification project with transfer learning using Google Bert and TensorFlow

Data Collection

All the data im using can be found here

Model

For the Preprocessing and encoding, im using Google Bert

For the training, i use TensorFlow

The model has a test score of 0.9652 on a new unseen data

Usage

Install all dependencies with

pip install -r requirements.txt

Run the project with

python app.py

Note : I know, im not good at ui design.