Documented research code for geospatial analysis, terrain interpretation and academic applications. Licence information is shown only where the repository provides it.
Software
Archaeological Site Detection
MIT-licensed Python tools for detecting archaeological traces in multi-band GeoTIFF data using deep learning and classical image processing. The workflow supports UAV orthophotos, digital surface and terrain models, and compatible aerial or LiDAR products.
A public TensorFlow and Keras research pipeline that trains autoencoders to transform satellite or orthophoto imagery into cartographic output while preserving geospatial coordinates in GeoTIFF files.
Terrain-Based UAV Positioning Using Autoencoder Deep Neural Networks
Software
Vision-Based UAV Altitude Estimation (ResNet50)
Public Python research code for estimating UAV flight altitude directly from single-frame nadir aerial images with ResNet50 and related convolutional models.
Public Python tools for calculating topographic surface area and evaluating resolution sensitivity from digital elevation models and synthetic terrain cases.
GPL-3.0-licensed Flask application with retrieval-augmented generation, hybrid vector and BM25 search, streaming responses and administrative tools for academic student support.
Python
Flask
RAG
NLP
Language
Python
Frameworks and libraries
Flask, SentenceTransformers, Redis, OpenAI-compatible API