Dataset and Model Weights for: Unfavorable geological anomalies identification and location of Tunnel Geological Prediction for ground penetrating radar based on YOLO-GTGP

Overview: This repository contains the simulated Ground Penetrating Radar (GPR) dataset and the trained .pt model weights for the YOLO-GTGP algorithm. These materials are provided to support the research on identifying and locating unfavorable geological anomalies in tunnel advanced geological prediction. Contents: dataset.zip: Contains the FDTD-simulated GPR B-scan images and corresponding annotations (including air-filled karst caves, water-filled karst caves, joint fissures, and water-rich zones). weights.zip: Contains the trained model weights for YOLO-GTGP and its ablation variants. Access Conditions: Due to previous instances of malicious commercial use, access is restricted to non-commercial academic research. Please state your name, institution, and purpose of use in your request.