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

Hyper B – Residential Team

Hyper B Residential

A Balance of living in a Hyper scale Concept Hyper-Buildings Have become a symbol of Dark and Dystopian living, where residences are in low living standards & disconnected from the world. Residential living in a hyper-building must balance high-density living with comfort, health, and amenities that can support and sustain inhabitants. The Residential Team aims … Read more

Democratizing Credit: Diving Deeper

City

Diving deeper into building a reliable rating algorithm The Importance & Significance of the F&B establishments in the City Food and Beverage (F&B) service outlets are significant indicators of urban progress as they reflect evolving consumer preferences, economic vitality, and the integration of social spaces within urban landscapes. These establishments act as hubs for community … Read more

DECODING URBAN MOBILITY

ABSTRACT; Decoding Urban Mobility: This project evaluates the impact of AI-driven traffic management versus conventional fixed-timing methods on urban congestion. It analyzes real-time and historical data—including traffic patterns, weather, demographics, and incident reports—from cities like London, Barcelona, and Los Angeles and compares machine learning models (e.g., LSTM, GRU, XGBoost) with traditional techniques. The study identifies … Read more

EcoNodes

Introduction Urban areas are increasingly becoming impermeable, exacerbating environmental challenges such as elevated temperatures, flooding, and pollution. EcoNodes is designed to empower policymakers with a sophisticated tool for dynamically assessing and adapting urban environments towards increased sustainability by pinpointing and prioritizing areas for green interventions. Impervious Surfaces and Urban Heat Islands Cities today face the … Read more

Layers of Besòs: Unfolding Barrio’s Identities

Introduction: Understanding Besòs Beyond the Surface The El Besòs i el Maresme area in Barcelona carries a complex history—one shaped by migration, exclusion, and resilience. Often perceived through the lenses of insecurity and economic struggle, the neighborhood is in fact a vibrant intersection of identities, cultures, and urban transformations. Layers of Besòs is a research-driven … Read more

Sounds of Gràcia

An alternative ways of exploring the sounds that make up Gràcia This project investigates alternative ways of engaging with the sounds of Gràcia and how they can empower communities by fostering a deeper connection to place, memory, and identity. Sound functions as both a sensory experience and a cultural artifact, carrying layers of emotion, history, … Read more

From Digital to Cognitive: Redefining Cities with Intelligent Twins with Karla Saldana

Abstract Digital twins are transforming architecture, urban planning, and infrastructure management by creating intelligent, data-driven replicas of physical assets. These virtual models integrate real-time sensor data, predictive analytics, and AI to optimize performance, streamline decision-making, and enhance sustainability. In this podcast, we explore the evolution of digital twins with guest Karla Saldano, an expert in … Read more

ReQualificaSal

Recalificación de Áreas Degradadas por la Industria de la Sal, con base en el Patrimonio Cultural y Ambiental, Cabo Frio – RJ, Brasil Introducción La sal es una materia prima de suma importancia para la humanidad, desde el principio el hombre utilizó esta fuente para sazonar y conservar los alimentos y su importancia la ha … Read more

Questioning ‘Mixed-Use’ Space

What defines a mixed-use space? How do we visually recognise the coexistence of residential, commercial, and public spaces in a city? Can AI perceive these complex urban conditions as we do? This workshop explores how Visual Language Models (VLMs) interact with urban imagery, using street view images to assess land-use patterns. By comparing Barcelona and … Read more

Designing, communicating, and programming a user interface: SeisNAV

The first three exercises focused on designing and coding a landing page, visualizing geospatial data on Mapbox, and creating an interactive 3D experience with Three.js, each progressively building skills in design, data integration, and interactivity to address real-world challenges. ⠀ SeisNAV – User interfaces This project involved designing user interfaces for SeisNAV with a focus … Read more

Green Liminals : Dashboard Interface for Feasibility Study | AI-Driven Budget Optimization Tool  for Urban Sustainable Solutions

Abstract The project explores innovative ways to address Barcelona’s sustainability challenges, such as carbon emissions, air pollution, and energy inefficiency.By leveraging AI, IoT sensors, and Nature-Based Solutions (NBS), the project aims to optimize municipal budgets for interventions that transform underutilized urban spaces into productive assets. The study highlights solutions like urban farming, greenery, and solar catchment systems, evaluated … Read more

SeisNAV

Abstract: Natural disasters, especially earthquakes, often leave roads blocked, buildings collapsed, and maps outdated, making navigation and response efforts highly challenging, That’s where we operate. Our project SeisNAV is an AI-powered platform that combines satellite imagery and computer vision to detect collapsed structures and road blockages, providing real-time mapping and navigation tools for disaster response … Read more

Conector Ecológico: Alivianando las tensiones de la Ciudad

FIMR_01_Imaginario

Quito, capital de Ecuador, situada en la Hoya del Guayllabamba y rodeada por imponentes volcanes en los Andes, enfrenta desafíos urbanos significativos debido a su crecimiento lineal y su morfología particular. Este proyecto explora cómo Quito puede transitar hacia un modelo urbano más equilibrado y sostenible, aliviando las tensiones de la hipercentralidad para proyectar el … Read more