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https://gitee.com/sduem/gpr-sidl-inv.git
已同步 2025-08-03 10:56:50 +08:00
30
README.md
30
README.md
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├── dataset/ # Training/testing data and synthetic datasets
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├── field_data/ # Network architectures
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├── field_data/ # Used to store field data for inversion
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├── gprMax/ # Data processing, waveform simulation, etc.
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├── gprMax/ # Forward modeling package developed by the University of Edinburgh
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├── IMG/ # Training script
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├── IMG/ # Used for storing data processing and inversion result graphs
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├── impulse/ # Inversion / prediction script
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├── impulse/ # Used to store simulated and measured source wavelet files
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├── log/ # Custom loss functions
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├── log/ # operation log
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├── Network/ # Custom loss functions
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├── Network/ # Used for storing network models and data loading programs
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├── readgssi/ # Inversion / prediction script
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├── readgssi/ # Software package for reading and converting raw data
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├── SAVE/ # Custom loss functions
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├── SAVE/ # Save the trained model
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├── time_result_csv/ # Custom loss functions
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├── time_result_csv/ # Inverse results in the time domain
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├── utils/ # Custom loss functions
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├── utils/ # tool kit
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├── 1_model_generator.py # Randomly generate in files as needed to support forward modeling of gprMax in 3D media.
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├── 2_forward_simulation.py # Run the forward modeling program to generate A-scan results
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├── 3_combine_dataset.py # Filter all A-scan data and generate a dataset
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├── 4_gssi_data_convert.py # Convert the dzt file of the measured GSSI GPR to CSV format
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├── 5_data_preprocess.py # Preprocess the measured raw data (dewow, direct wave removal, static correction, etc.)
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├── 6_extract_impulse.py # Extract the true source wavelet from the processed data
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├── 7_network_train.py # Training a deep learning network for inversion
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├── 8_prediction.py # Predicting real measured data
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├── 9_time_depth_convert.py # Convert the predicted results into the deep domain through integration
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├── config.yaml # Configuration file
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├── requirements.txt # Python dependencies
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└── README.md # This file
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