Sat2Cap: Mapping Fine-Grained Textual Descriptions from Satellite Images

arXiv:2307.15904v2 Announce Type: replace
Abstract: We propose a weakly supervised approach for creating maps using free-form textual descriptions. We refer to this work of creating textual maps as zero-shot mapping. Prior works have approached mapping tasks by developing models that predict a fixed set of attributes using overhead imagery. However, these models are very restrictive as they can only solve highly specific tasks for which they were trained. Mapping text, on the other hand, allows us to solve a large …

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