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license: mit
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license: mit
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task_categories:
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- feature-extraction
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language:
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- en
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size_categories:
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- 10M<n<100M
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---
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# Overture Places
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A lightweight frontend app using transformers.js showcasing the use of semantic similarity for geospatial applications such as geosocial media. Building on Overturempas Places, dynamically loading data from a singe 8Gb flatgeobuf file.
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App: https://do-me.github.io/overture-places/
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GitHub: https://github.com/do-me/overture-places
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## Search the whole world with natural language!
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![](new_york_tasty_food.png)
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Data on Huggingface: https://huggingface.co/datasets/do-me/overture-places
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For running locally, simply download the two files from HF and edit main.js where the files are loaded. More detailed instructions coming soon.
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The frontend code is messy and needs to be cleaned up. Probably won't find the time so feel free to submit a PR.
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