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"# Few-Shot Learning for Rooftop Segmentation in Satellite Imagery\n",
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"[](https://colab.research.google.com/github/hertie-data-science-lab/tutorial-new-tutorial-group-1/blob/main/notebooks/tutorial_few_shot_learning.ipynb)\n",
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"[](https://colab.research.google.com/github/hertie-data-science-lab/tutorial-new-tutorial-group-1/blob/main/tutorial.ipynb)\n",
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"This tutorial introduces few-shot learning techniques for semantic segmentation in satellite imagery using high-resolution images from Geneva, Switzerland. We will demonstrate how Prototypical Networks can learn meaningful rooftop representations from only a few labeled examples and generalize to new geographic areas with minimal annotation effort.\n",
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