isabella232 / malaria-detector

Malaria Detector

Final project for the IBM Advanced Data Science Capstone

Using the following dataset from Kaggle

Developed with Python 3.7.5. Libraries and its versions are listed in requirements.txt

The project consists on:

• Reading and processing the images of the dataset.
• Applying data augmentation through the Keras::ImageDataGenerator.
• Training a Convolutional Neural Network Model from scratch.
• Training multiple variants of a transfer knowledge model that employs the Inception V3 as backbone.
• Display of the results.

Resulting models were updated through Git LFS