Urban Echoes
Group Work
2023 Summer
Role
Machine Learning, Data Visualization, Concept Design
Tools
Openstreets, Python, Adobe Illustrator
​Tackling the intricate task of understanding urban complexity, the Urban Echoes project, based in Istanbul, embarks on a mission to explore and elucidate the historical connections between Istanbul and other major cities like Athens, Rome, Paris, and Bursa. This ambitious project is dive into the shared urban histories and architectural narratives that link these culturally rich cities. The project employs advanced machine learning techniques dissect the urban fabric of Istanbul and its counterparts. For instance, the analysis might reveal the architectural styles of significant buildings, suggesting historical influences or shared cultural and artistic movements.
Background
Istanbul Map with Other Cities Concept and Similarity
Similarity Proposal
Method
MA-Unet Satelite, ResNet Facade, DPT Segmentation Streetview
The highlighted frames in the study reveal a striking resemblance to the architectural and cultural elements of Istanbul, illustrating a deep and progressive connection in their historical narratives. These similarities point towards shared influences in design, art, and possibly historical interactions between the regions. The resemblance is not just in aesthetic terms but also reflects parallel developments in architectural styles, urban planning, and the evolution of cultural practices over time. This comparison sheds light on the intertwined histories and mutual influences that have shaped these regions, underscoring the importance of historical and cultural context in understanding architectural development and urban design.
Result
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