Urban Vegetation Analysis Using Computer Vision and Deep Learning

(PaintDumpster/environmental_data_workshop at ndvi) – Link to GitHub This project aims to detect and classify different types of greenery in satellite imagery by utilizing color and edge detection techniques. The study area is located in Barcelona, Spain (41.396536, 2.194554). The stable version employs color and edge detection for image segmentation, while an alternative method integrates LiDAR … Read more

Agrowealth : Does agriculture correlate to economy?

The goal of this project is to compare between the economic stability of an agriculture first city. Hamburg’s agricultural wealth is largely connected to its surrounding regions—particularly Schleswig-Holstein and Lower Saxony, which are among Germany’s leading food producers. Consequently, we focused on peripheral areas of the city that have recently transitioned into agricultural land, allowing … Read more

Software III _ UN_LOG FACTORY

Github : https://github.com/Clarrainl/UN_LOG-Factory | INTRODUCTION | Detecting wood defects in 3D-scanned logs using Machine Learning In the timber industry, a significant portion of wood gets discarded due to irregularities or defects that make it unusable under standard practices. However, many of these logs can still be used creatively or structurally if properly understood and classified. This project … Read more

GG WORLDS [v.01]

GenAI for Game Environment Creation OverviewUrban environments in games play a crucial role in crafting immersive, dynamic worlds that captivate players and enhance storytelling. These settings not only shape the game’s atmosphere but also introduce strategic challenges and reflect cultural, social, and architectural identities, making virtual spaces feel authentic. However, creating high-quality, realistic game environments … Read more

Creative Workflow Customization in BIM

Leveraging Advanced BIM Strategies for Complex Architectural Realization Contextual Framework – Traditional BIM workflows often struggle to accommodate the complex, fluid geometries characteristic of avant-garde architectural designs, creating a gap between conceptual vision and buildable reality. Key Insight – Customized BIM workflows incorporating AI, computational design, and bespoke coding can enable the realization of complex … Read more

Real time fabrication space control

AI for Robotic Fabrication Real-time control in fabrication spaces is essential for enhancing operational efficiency, minimizing risks, and ensuring worker safety. In dynamic manufacturing environments, accurately locating and tracking elements—such as machinery, tools, materials, and personnel—can drastically reduce accidents, optimize workflows, and streamline resource management. Through this project, we aim to integrate advanced sensing technologies, … Read more

AI For Robotic Fabrication Workshop : Reinforcement Learning for Intelligent Grid-Based Carving

Can an AI agent learn how to carve a shape — not by following a predefined path, but by figuring it out on its own? https://github.com/IaaC/AI_Robotics_Octopus.git Inspired by the precision of traditional craftsmanship, especially techniques like Japanese joinery where every cut matters, we wanted to see if a machine could learn that same logic in … Read more

TOWARDS ENERGY JUSTICE IN INFORMAL SETTLEMENTS Vol II

A Methodological Approach to Urban Morphology and Hybrid Energy Systems in the Global South Project Statement: “Even as we advance in Energy Innovation, our cities continueto grapple with deep inequalities. In this research, I proposerethinking Urban Morphology—not merely as the physicalform of our settlements, but as a strategic lever for equitableenergy solutions. The conceptual Energy-Morphology … Read more

SecondMatter

SecondMatter challenges architecture’s extractive processes and wasteful material cycles by upcycling Construction Demolition Renovation Waste (CDRW) into structural and non-structural applications. It blends ramming, which compacts granular materials into high-strength forms, with jamming-inspired interlocking of irregular aggregates. Large concrete waste pieces form a reinforced core, wrapped in a rammed mix of fine brick and concrete … Read more

Living Frames: Architecting Intelligence for Multispecies Design

Contemporary architecture often prioritizes humans at the expense of ecological balance, distancing us from nature and other species. This thesis envisions a future where buildings evolve into living, adaptive frameworks that foster interspecies mutualism. By integrating third-order cybernetics, machine learning, and AI, architecture can become a mindful mediator, enhancing relationships between humans and other species. … Read more

InFormed.

Manual floorplan generation for high-rise residential buildings is labor-intensive and often overlooks key environmental parameters, limiting the ability to quickly assess performance-based design alternatives.

AI FOR ROBOTIC FABRICATION: Smarter Motion by Bridging Simulation and Reality in Robotic Clay 3D Printing

https://github.com/PaintDumpster/ai_for_robotic_fabrication.git In the field of robotic fabrication, precision is everything! Yet there’s often a significant gap between a simulated toolpath and the real-world movement of a robotic arm. Subtle discrepancies can lead to printing errors, structural issues, or failed prototypes. We explored how AI can be used to minimize this gap. This investigation sits at … Read more