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Self-supervised Audiovisual Representation Learning for Remote Sensing Data

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SoundingEarth

Code for Self-supervised Audiovisual Representation Learning for Remote Sensing Data

Data

Download the dataset at https://zenodo.org/record/5600379 and configure DataRoot in config.yml to point to the extracted archive.

Code

  • train.py is the main engine for the project.
  • Configuration is done in config.py (defaults) and config.yml (experiments)
  • Data loading in data_loading.py

All other interesting stuff goes in lib/:

  • Models to lib/models/
  • Loss functions in lib/loss_functions.py

Pre-trained Weights

Find model weights in the Releases tab

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Self-supervised Audiovisual Representation Learning for Remote Sensing Data

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