A GeoAI tool for flood risk assessment using satellite imagery and Hugging Face models
Project description
Flood GeoAI Tool
A Python package for automated flood risk assessment using satellite imagery and deep learning models from Hugging Face.
Features
- 🤗 Automatic Model Downloads: Pre-trained models from Hugging Face Hub
- 🛰️ Satellite Imagery Processing: Supports various satellite data formats
- 🏢 Building Footprint Analysis: Identify flooded structures
- 🌊 Flood Risk Mapping: Generate detailed risk assessment maps
- 📊 Multiple Output Formats: Shapefiles, GeoJSON, statistics, and reports
- ⚡ GPU Support: Automatic CUDA detection for faster inference
Installation
pip install flood-geoai-tool
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
flood_geoai_tool-1.8.0.tar.gz
(13.6 kB
view details)
Built Distribution
Filter files by name, interpreter, ABI, and platform.
If you're not sure about the file name format, learn more about wheel file names.
Copy a direct link to the current filters
File details
Details for the file flood_geoai_tool-1.8.0.tar.gz.
File metadata
- Download URL: flood_geoai_tool-1.8.0.tar.gz
- Upload date:
- Size: 13.6 kB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.2.0 CPython/3.13.7
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
df0aa2a34df3f183ea5b78ca1b3fefe3a67b7daa0367f559b5bfde6b80ee62b7
|
|
| MD5 |
68c9afbaaa2cdfca48e7d696590cd9a7
|
|
| BLAKE2b-256 |
8936f0a0a848955c65e512b5ac7a08a0ec79dd76cc39a21cc9939f65a0a434e2
|
File details
Details for the file flood_geoai_tool-1.8.0-py3-none-any.whl.
File metadata
- Download URL: flood_geoai_tool-1.8.0-py3-none-any.whl
- Upload date:
- Size: 15.4 kB
- Tags: Python 3
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.2.0 CPython/3.13.7
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
dedec58a18e4caaae701fcfb7d850abb637ad991f9b1d4ad88dc30f3ba74a647
|
|
| MD5 |
71482661ffdc40c14f6ea9ff76cc6444
|
|
| BLAKE2b-256 |
9d58d4884d82640aed2ad7bf5c63782fdb0d51dae3384be4e8bf30265e48c4ce
|
