BigEarthNet Encoder
A flexible BigEarthNet encoder that allows one to quickly convert BigEarthNet to a DL-optimization data format.
The goal of the BigEarthNet Encoder library is to quickly transform the original BigEarthNet archive into a deep-learning optimized format. The long-term goal is to support multiple output formats.
To simplify the process of working with BigEarthNet, each patch is first converted to a BigEarthNet-Patch-Interface. This interface will guarantee that the data is complete and valid before moving on to creating the desired format. The patch data is internally stored as a NumPy array to keep the data in a framework-agnostic format.
The library should provide all the necessary functionality via a CLI to allow for quick conversion without requiring an in-depth understanding of the library.
As of now, the only supported target format is the LMDB archive format.
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Release files for bigearthnet-encoder 0.3.0
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Source distribution (sdist)
| File | Size | Uploaded | |
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| bigearthnet-encoder-0.3.0.tar.gz | 986.0 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| bigearthnet_encoder-0.3.0-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 994.8 kB
Release files / bigearthnet-encoder-0.3.0.tar.gz
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| Size | 986.0 kB |
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| Tags | Python 3 |
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