Amir-Homayouni
I am a Researcher, Computational Designer, and enthusiastic about using Artificial Intelligence and Generative Design in Architecture.
Pinned Repositories
color-image-plan-to-vector
This repository represents how the colors be detected in python inside the grasshopper. The computer vision methods are implemented through python and grasshopper code to detect colors, then convert them to vectors.
Furnished-plans-to-vector-plan
After the machine trained to generate a furnished plan, the author scripted the image to vector algorithm to convert the color furnished plan into a vector file. It has four steps: 1-The machine generate a Furnished plan 2-ALgorithm convert the color furnished plan into 3d and 4d matrix 3-through .csv, this file converted into a rhino-grasshopper 4-through python inside grasshopper, the numerical data converts to vector furniture -->this repository provided just the algorithm of step 2
Pix2pix--color-plans-to-Furnished-plans
Data A represents color plans, and Data B represents furnished plans. The author gathers 1200 Data through the AIDT tool, and by GAN(pix2pix), the model is trained to generate furnished plans.
Explainable-Subjectivity-detection-model
Polar-Coordinate-component
polar coordinate is a component made in grasshopper via python language-programming for mapping geometry from an object to another objects.
Amir-Homayouni's Repositories
Amir-Homayouni/Explainable-Subjectivity-detection-model
Amir-Homayouni/color-image-plan-to-vector
This repository represents how the colors be detected in python inside the grasshopper. The computer vision methods are implemented through python and grasshopper code to detect colors, then convert them to vectors.
Amir-Homayouni/Pix2pix--color-plans-to-Furnished-plans
Data A represents color plans, and Data B represents furnished plans. The author gathers 1200 Data through the AIDT tool, and by GAN(pix2pix), the model is trained to generate furnished plans.
Amir-Homayouni/Furnished-plans-to-vector-plan
After the machine trained to generate a furnished plan, the author scripted the image to vector algorithm to convert the color furnished plan into a vector file. It has four steps: 1-The machine generate a Furnished plan 2-ALgorithm convert the color furnished plan into 3d and 4d matrix 3-through .csv, this file converted into a rhino-grasshopper 4-through python inside grasshopper, the numerical data converts to vector furniture -->this repository provided just the algorithm of step 2
Amir-Homayouni/Polar-Coordinate-component
polar coordinate is a component made in grasshopper via python language-programming for mapping geometry from an object to another objects.