TheoMadziba26/btrs-bngrs-transformation-using-neural-network

BTRS → BNGRS coordinate transformation suite using XGBoost + Neural Network ensemble. High-accuracy geodetic conversion for Botswana reference systems with web interface, batch processing, and interactive mapping. # Bayesian Optimization ANN for Geodetic Coordinate Transformation This project implements an Artificial Neural Network (ANN) optimized using Bayesian Optimization techniques for high-precision coordinate transformation between Botswana geodetic reference systems. ## Features - ANN regression model - Bayesian hyperparameter optimization - Coordinate transformation workflow - Python implementation using TensorFlow/Keras - Model evaluation and accuracy analysis ## Technologies Used - Python - TensorFlow / Keras - Scikit-learn - NumPy - Pandas - Bayesian Optimization ## Research Context Developed as part of geospatial/geodetic research focused on transforming coordinates between legacy and modern reference systems in Botswana. ## Author Theo Madziba