MODIS FSC Retrieval System

Environment

• Python 3.9
• PyTorch 1.13.0
• Streamlit 1.21.0
• PyMySQL 1.0.3
• NumPy 1.21.5
• Pandas 1.5.3
• Scikit-Learn 1.1.3
• Rasterio 1.2.10
• Rioxarray 0.13.4
• Plotly 5.13.1

Database

• User: root
• Password: root
• Database Name: modis
• Table Name: users
  • username (varchar, key, not null)
  • password (varchar)

Instructions

• Run img2csv.py can convert images to CSV files.
• Run train_nn.py can train neural network model.
• Run train_regressors.py can train scikit-learn regressor models.
• Use streamlit run app.py console command can launch Streamlit web server.

Author's Information

• Yujie Yi, Lanzhou University of Technology.
• Links: Github | BLOG | CSDN