repository for CAS CS 440
Contains my final project for the course.
Image Classification of COVID-19 X-rays:
Task 1:
- 2.1 Setup
- 2.2 Data
- 2.3 Binary Classification COVID-19 vs. Normal
- load image data
- generate training and validation batches
- build model
- train model
- plot accuracy and loss during training
- plot test results
- 2.4 TSNE plot
Task 2:
- 2.1 Setup
- 2.2 Data
- 2.3 Multi-class Classification
- load image data
- generate training and validation batches
- build model
- train model
- plot accuracy and loss during training
- testing model
- 2.4 TSNE plot