????? AI - Image Upscaling For Structural Engineering
Vijaykumar Parmar ↗?
Business Analyst & Sr. Structural Engg. | BD & Sales | BE, ME, PhD Scholar, DIM, Chartered Engineer | Generative AI | Customer Success Manager
????? AI - Image Upscaling For Structural Engineering #0Q007BC0H
?? The Problem: Imagine a world where bridges and buildings stand tall with no visible cracks or damages. Unfortunately, in reality, the structures we rely on for our safety and convenience are prone to wear and tear. Civil engineers face the daunting task of monitoring these structures for any signs of deterioration to ensure public safety. But what if there was a smarter way to detect and prevent such issues?
?? The Solution: AI-powered Stable Image Diffusion, a groundbreaking technology poised to revolutionize civil engineering practices. This innovation involves utilizing advanced algorithms to process images of structures. By analyzing subtle changes in these images, engineers can scale-up blurry image or small photo and identify potential problem areas long before they become critical issues.
?? Putting It Into Action in 5 Steps:
1. Image Collection: Capture images of the structure at regular intervals.
2. Image Comparison: Compare current images with a baseline for deviations.
3. Algorithmic Analysis: AI algorithms, unblurs image for upscaling, identify and highlight structural changes.
4. Risk Assessment: Engineers assess the severity of changes using the AI-generated data.
5. Proactive Measures: Based on the assessment, preventive actions are taken to avoid future damage.
?? The Future: With AI-enabled Stable Image Diffusion, we can expect a paradigm shift in civil engineering. Structures will be safer, maintenance more efficient, and costs reduced. This technology will usher in an era of proactive infrastructure care, ensuring longevity and minimizing disruptions.
?? In Conclusion: Imagine a world where our built environment maintains itself. AI-driven Stable Image Diffusion is the key to making this to a reality.
?? BTW, With the same Stable image diffusion you can generate image from text. following are some sample images which i have created with help of AI Models Lab (formerly Stable Diffusion API) :
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5. Using AI to make pictures 'better' : https://www.youtube.com/watch?v=rl1pbEG2kgA
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Sr. Survey Engineer | ???Drones, DGPS, Photogrammetry, Point Cloud, NeRF, ?? Total Station, ??? GIS, ??? Remote Sensing
5 个月Good article.
Sales Associate at American Airlines
1 年Thanks for sharing