This project aims to detect/predict the gender of individuals from their names using Machine Learning algorithms and deploying the Machine Learning model using FLASK.
- Decision Tree
- Naive Bayes
I have created a dataset "Names_dataset.csv" by combining three different datasets namely Indian male names, Indian female names and English names.
Step 1: Install latest version of Python
Step 2: Clone this repository in your systems
Type the following commands in the command prompt.
The above command "py -3 -m venv venv" is for virtual environment creation.
Now type the following command in the command prompt to activate the virtual environment.
pip install flask_bootstrap
pip install pandas
pip install sklearn
Step 8: Go to http://127.0.0.1:5000/ in the browser
After running the above command copy the address provided by the prompt after successful execution of the application and paste it in the browser, click enter to see the output.