Inspiration
For urban planning, the precise 3d model of the environment is usually required, however, this is usually very time-consuming and costly, we create machine learning solution, that can match a single photo to air captured lidar data to provide visualization for possible urban simulation
What it does
We use a machine to extract an approximate 3d model from a single photo
Which that can be aligned to lidar point cloud based on geodata provided.
Precise 3d reconstruction that can be made, to introduce auxiliary shapes to the scene f.e new building.
How I built it
Challenges I ran into
Accomplishments that I'm proud of
What I learned
What's next for PhotoAR
Built With
- computer-vision
- machine-learning
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