Interior Design with Machine Learning

Zahra Khosravi

Interior design color predictor will learn user's selection pattern and predicts and matches the color combinations for furniture (3 color options) and interior wall paint (unlimited number of randomly generated options) using machine learning. Users enter their choices using a touch screen platform.

https://wp.nyu.edu/zahra_k_itp/interior-design-with-machine-learning/

Description

The user selects their favorite color combinations for furniture and pair it up with the paint of interior of their house for a limited number of times and the color predictor code will learn their selection pattern and predicts their favorite combinations using machine learning methods for unlimited wall paint options. The code learns the users' selection pattern and predicts and matches furniture color from 3 choices ( dark Gray, White, Red) with unlimited interior wall paint options randomly generated by the code. The user gives the color predictor their favorite furniture color combinations for any given wall paint for a limited number of time by tapping their foot on a wooden platform ( the platform uses sensors to sense and record their choice). Then, by running the code, they will see what the color combinations the code predicts for other interior wall paint options on the monitor. It is very exiting to see your favorite furniture and interior wall paint combination predicted by the code.

Classes

The Nature of Code

Digital Fern

Lucas Chung

This project will be a robotic limb actuated with hydraulic cylinders using a neural network to move it towards points of light.

http://chung.work/blog/2018/04/digital-fern-branch-prototype/

Description

The Digital Fern is a robotic limb that uses syringes as hydraulic cylinders and mimics the behavior of plants by unfurling in the presence of light. Users will be invited to interact with it by controlling a light and seeing how the Digital Fern behaves as a reaction.

The Digital Fern is controlled by a simple trained neural network being run on a laptop nearby.

Classes

The Nature of Code, XYZ

Harmony from Chaos

Sam Chasan

Use fluid motions to control what appears to be a tumultuous ecosystem.

http://www.samuelchasan.com/nature-of-code/

Description

Individuals see their bodies projected on the wall as a simple stick figure that is controlling a whirlwind of particles. As one's motion becomes more rhythmic and calm, beautiful patterns begin to emerge.

Classes

The Nature of Code

Plop

Jesse Simpson

Plop is a physics based sound application used to generate unique musical scores based on sound synthesis and samples.

https://

Description

Plop utilizes the matter.js library to employ a physics world where body collisions play a series of pre-recorded samples and synthesized sounds. The project is based entirely in javascript/p5js and was used in my final performance for Algorithmic Composition, accompanied by another Max based application that utilized algorithmic techniques.

Classes

Algorithmic Composition, The Nature of Code