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Article to link #3

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robmarkcole opened this issue Jul 1, 2024 · 2 comments
Open

Article to link #3

robmarkcole opened this issue Jul 1, 2024 · 2 comments

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@robmarkcole
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https://towardsdatascience.com/learn-transformer-fine-tuning-and-segment-anything-481c6c4ac802

@dbuscombe-usgs
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Interesting proof of concept. How well does this approach work for larger areas?

The paper that describes the work we did to create the dataset, 4-class models, and catchment-wide map time-series is here https://eartharxiv.org/repository/view/7527/

The segfomer models are published here https://zenodo.org/records/8172858

@dbuscombe-usgs
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A full 12+ year, full catchment set of labeled data will be available soon. This consists of a trillions of labeled pixels and would serve as an amazing model training dataset

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