Proxima Pitch - UCL First Response in a Box Design Hackathon 2023

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Published on October 1, 2023 5:08:47 PM ● Video Link: https://www.youtube.com/watch?v=MkpXPhCT85Y

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Proxima Pitch - UCL First Response in a Box Design Hackathon 2023

### Offline AI Models:

- Pix2Pix cGAN System
- https://www.tensorflow.org/tutorials/generative/pix2pix#:~:text=pix2pix%20is%20not%20application%20specific,even%20transforming%20sketches%20into%20photos.
- ******************Real-time****************** transformation of aerial imaging to a OpenStreetView-like map that identifies blocked roads and modifies shortest path information as needed
- Data needed: Aerial Images from the drones deployed at the affected sight

- TensorFlow
- https://www.tensorflow.org/
- Specifically designed for inventory management can forecast resource usages for different scenarios, allowing faster planning stock for shelters
- Data needed: Local resource data (cloud synced to be up-to-date whenever connection available)

### Online AI Models:

- xView2
- https://xview2.org/
- **Open-source system* that allows speedy identification of buildings based on their damage levels using colour-coded analysis (semantic segmentation) to direct precious rescue resources. (Rapidly accessing damage)
- Data needed: Satellite images taken before and after geological disasters