GeoIntel
Operator: Atiilla (GitHub: atiilla)
Python tool that uses Gemini to suggest possible photo locations and coordinates.
Image, Video & Geo
Product
GeoIntel, an open-source Python tool by atiilla for AI-assisted image geolocation.
Availability and source date
Active
As of: 16 October 2026.
No functionality test has been performed.
Use in OSINT research
Infers possible capture locations from a photo, with coordinates and reasoning. The suggestions need to be checked against maps and visible image details.
Queries
| Input | Result | Result type |
|---|---|---|
| Image | Possible countries, locations and coordinates, with reasoning and a confidence rating. Optionally uses additional context or a suggested location. | Derived |
Features
- Analyse photos from local files or image URLs using Gemini.
- Return possible capture locations with coordinates and reasoning.
- Generate Google Maps links for suggested locations.
- Take additional context or a suggested location into account.
- Save results as JSON.
Categories
- Image, Video & Geo
- Geolocation
Coverage
Dataset
No proprietary location dataset is described. The tool processes supplied images through the Google Gemini API.
Access
Installation and deployment
Locally installable · Self-hosted
Install with pip install geointel. CLI: geointel --image bild.jpg. Web interface: geointel --web, running locally on port 5000 by default; host and port are configurable. Your own Gemini key is required.
Requirements
Python with pip and your own Gemini API key. Operated through the command line or a local web interface.
Export
JSON file and structured JSON output through the Python SDK.
Provider
Atiilla (GitHub: atiilla)
Country of establishment
Unknown
Interfaces
API
Available. Python SDK with GeoIntel.locate(); no public hosted API service.
MCP
Not documented. Not stated on the product and documentation pages reviewed.
AI agents
Not documented. Not stated on the product and documentation pages reviewed.
Maintenance
Licence
MIT
Latest activity
Commit 03/2026
Stars
approx. 1,200 (as of 16 October 2026)
Legal note
Limitations
- The AI estimates capture locations. Its confidence rating does not confirm a location.
- The Gemini API processes the images; separate limits and possible costs apply.
- The README advises against surveillance, stalking and law enforcement use. The software is licensed under the MIT licence.
Guides and practical reports
Official · GeoIntel: Installation and examples
atiilla · EN
Explains the CLI, web interface, Gemini key and JSON output.