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fuzailpalnak / building-footprint-segmentation

Building footprint segmentation from satellite and aerial imagery
https://fuzailpalnak-buildingextraction-appbuilding-extraction-s-ov1rp9.streamlitapp.com/
Apache License 2.0
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How to test the model? #50

Closed teresalisanti closed 6 months ago

teresalisanti commented 11 months ago

Hi, why do you test your model using data augmentation as in PredictionWithAugmentations.py? How did you choose which manipulation to be used? By combining these outputs (eg. crop and resize results), how do you get the final estimate on the tile? Thank you :)

fuzailpalnak commented 11 months ago

  1. Test time augmentations are used during inference to improve accuracy of the prediction, you can follow this example .

  2. Following the research in the field to find what kind of test time augmentations are used for similar data.