Melissa's Projects
Python
Automatic Detection of Pneumonia
Using Keras, 5,863 X-Ray images are diagnosed as either having pneumonia or being normal, with a 95% accuracy. Of those diagnosed with pneumonia, they are then split into either bacterial or viral based pneumonia.
Code currently not released. Pending publication.
Facial Emotion Recognition
Using Numpy, a neural network is built from the ground up to classify JAFFE images after they have been preprocessed by skimage's HOG. The images are split into training and testing sets using sklearn, and the model is able to achieve over a 90% accuracy.
Unity
Graph Visualisation
This Unity project uses the platform in order to display mathematical functions moving in three dimentions.
Number Wizzard
In this Unity Game, the player thinks of a number and the computer will try to guess your number in a set number of turns. If it is unable to guess before its guesses rung out, you win!
Block Breaker
This fun little game was created in Unity. The player tries to break the bricks by bouncing a ball off of a platform.
Text Adventure
Try your hand at getting a good ending with this quick text adventure game.
Other
The Colour Game
Using HTML, CSS, and JS, this game was created to have the user try to guess the correct colour based on the RBG values.
Art Fun
This game was made using a paperscript canvas, and features colour changing dots that the user can draw with. The current colour cannot be changed, as this was a small sample project as part of a website design course.
Sound Game
This quirky little game allows you to make music by typing on your keyboard.