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mapbox / robosat

Semantic segmentation on aerial and satellite imagery. Extracts features such as: buildings, parking lots, roads, water, clouds
MIT License
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Pretrained model? #204

Closed aleksandrmelnyk closed 4 years ago

aleksandrmelnyk commented 4 years ago

Hi all,

Is there a pretrained model which could be applied for detecting objects on geospatial images? Just wondering if it is required to download and train mapbox data each time..?

thanks in advance.

daniel-j-h commented 4 years ago

I provide a pre-trained model for aerial data in Bavaria, see

Other than that, there are no publicly available pre-trained models I'm aware of.

These models also highly depend on your use case, zoom level, region, etc.

aleksandrmelnyk commented 4 years ago

Daniel, thanks, good to know.

On 28 Feb 2020, at 12:43, Daniel J. H. notifications@github.com wrote:

I provide a pre-trained model for aerial data in Bavaria, see

https://www.openstreetmap.org/user/daniel-j-h/diary/368771 https://www.openstreetmap.org/user/daniel-j-h/diary/368771 https://github.com/mapbox/robosat/releases/download/v1.2.0/bavaria-dop80-release-1.tar.gz https://github.com/mapbox/robosat/releases/download/v1.2.0/bavaria-dop80-release-1.tar.gz Other than that, there are no publicly available pre-trained models I'm aware of.

These models also highly depend on your use case, zoom level, region, etc.

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