Homework

Intro:

It's time for transfer learning! Training a classifier on medical images is a crucial task to aid doctors and provide lower cost services to patients. If we can build a classifier that can diagnosis a given disease and provide it to patients who can't afford a doctor as an app, we have a scalable business. In this homework, we're going to perform transfer learning to predict pneumonia in a patient, given their chest x-ray data.

Instructions:

Retrain the 'inception v3' image classifier on the pneumonia dataset using Tensorflow+Keras. Create a jupyter notebook of your script and be sure to show the training process as well as 2 examples of it making predictions on images from the testing dataset. This link will give you an idea of how it can be done.

Submission

Submit your github link to gradedhomeworkassignments@gmail.com with "Week 4" as the title of your email. The deadline is 2 weeks from assignment.