Description

Content

This repository contains a Python-based implementation of different deep learning projects. Currently, the repositry contains the below projects:

• Handwritten Digit Recognition using CNN
• Lung Cancer Detection using CNN
• House Price Prediction using ANN
• Customer Churn Prediction using ANN
• Pneumonia Detection using VGG16

Please go to the individual subfolder for the source code, description of the project and other instructions.

Requirements

Python 3.8+, TensorFlow 2.x, NumPy, Matplotlib, Pandas, Seaborn, Scikit-Learn

Install the required dependencies using:

pip install -r requirements.txt

Reference

For better conceptual understanding on how different deep learning algorithm works, please refer to my other GitHub repository: dl-nutshell.

License

All projects are licensed under the MIT License.