University Curriculum Integration Programme
Training workshop
Embed pygeovision into your geospatial, environmental, or engineering curriculum with full materials.
We work with your department to integrate pygeofetch and pygeovision into undergraduate or postgraduate geospatial courses, replacing expensive proprietary software (ArcGIS, ERDAS) with free open-source tools that students can continue using after graduation.
Deliverables: 20-lecture module with slides, lab notebooks (Jupyter), assessment rubrics, model answers, and a JupyterHub deployment guide for your server. Staff training: 2 days with your lecturers. Ongoing: email support for one academic year.
Already deployed at: KNUST (Geomatic Engineering), University for Development Studies (UDS) — Tamale, École Polytechnique de Thiès (Senegal). Fully aligned with Copernicus Masters programme curriculum standards.
What's included
Data acquisition
Imagery sourced from 22+ providers, matched to your area and time window.
AI analysis
Segmentation, detection or change analysis through our pygeovision pipelines.
Clear deliverables
Maps, GeoJSON layers and reports you can use directly or hand to stakeholders.
Full transparency
Auditable, reproducible workflows — every result traces back to its source scene.
How delivery works
Scope
We agree objectives & AOI.
Build
We develop the pipeline.
Review
You validate the results.
Deliver
Final outputs & handover.
One-off project, quoted precisely to your scope.
- Built on open-source tooling
- No proprietary lock-in
- Reproducible & auditable