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skynet-data
is no longer receiving major updates. We're moving most of our earth observation machine learning training data efforts towards label-maker
. Label Maker follows the same concept as this tool (create machine learning labels from OpenStreetMap and pair that with satellite imagery) with a few advantages and extensions:
- It supports multiple types of machine learning labels (classification, object-detection, and segmentation) as opposed to only segmentation.
- The final data product is suitable for use in multiple machine learning frameworks rather than just Caffe.
- There are more examples, tests, and documentation
This repo will continue to exist, just with a warning and a link to our more updated projects. Prior to deprecation:
- Is there anyone currently using this repo who would like to become a maintainer and continue development of this in parallel with (or diverging from)
label-maker
? - I will create an example in
label-maker
showing how to prepare data for use in Caffe/skynet-train
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