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AI · January 6, 2026

LT

LoRA Trained on SFMTA CAD Drawings to Aerial Images

Hey I'm Kieran and I've been playing with the intersection (pun intended) of generative AI and civil engineering for roadways. I did a test run training a LoRA on the new Flux 2 Dev model using Fal's trainer useing a custom dataset of paired images from publicly available striping CAD drawings of street layouts to aerial images of the same area. The use case here is to allow urban planners to instantly visualize their proposed changes as they work with their existing tooling. This was just a quick experiment with a small data size that exceeded my expectations so I wanted to share with you…

LoRA Trained on SFMTA CAD Drawings to Aerial Images launched on January 6, 2026 with 5 votes, #3,400 of 14,584 launches that month and more than 75% of that year's launches.

Alternativestop 23% of January 2026

What it does

In the maker’s words, at launch

Hey I'm Kieran and I've been playing with the intersection (pun intended) of generative AI and civil engineering for roadways. I did a test run training a LoRA on the new Flux 2 Dev model using Fal's trainer useing a custom dataset of paired images from publicly available striping CAD drawings of street layouts to…

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