ilr-human / CAS-CS-440

ARTIFICIAL INTELLIGENCE: Introduction to computer systems that exhibit intelligent behavior, in particular, perceptual and robotic systems. Topics include human-computer interfaces, computer vision, robotics, game playing, pattern recognition, knowledge representation, planning.

CAS CS 440

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