Labeling in Python
This package is intended to provide an easy way to store Labelings for image segmentation. The segmentation information is stored in a BSON file for fast I/O on demand, but can also be exported to JSON for human readability.
Usage
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Create a Labeling object with one of the static methods or just init normally.
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Add one or more images(iterate_over_images(), add_image(), or even patches of an image (add_segments()).
Note: If you decide to add patches, make sure that no segment in a patch is overlapping the edge of the patch. Otherwise, the other parts of the segment will be considered an unique entity.
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(Optional) Add any kind of metadata you want to the Labeling as additional information supplied by you
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Get the Labeling for further use(get_result()) or save (save_result()) it to a specified path. Both methods return an image and a bson container.
Information
The project is open-source. If you find problems or have ideas for improvement, please create an issue on GitHub, or contribute yourself!
2 maintainers
Metadata
2 maintainers
Release files for labeling 0.1.15
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
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| labeling-0.1.15.tar.gz | 51.6 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| labeling-0.1.15-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 59.5 kB
Release files / labeling-0.1.15.tar.gz
| Download URL | labeling-0.1.15.tar.gz |
|---|---|
| Size | 51.6 kB |
| Tags | Source |
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Release files / labeling-0.1.15-py3-none-any.whl
| Download URL | labeling-0.1.15-py3-none-any.whl |
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| Size | 7.9 kB |
| Tags | Python 3 |
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SHA-256 checksum How to use checksums |
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Yes |
| Uploaded via |
uv/0.9.0
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