descriptron-core
Evidence-tiered species descriptions, keys and audits from phenomic matrices.
Pure pip: no torch, no CUDA, no compiler. Installs in about a minute on Linux, macOS and Windows. With the deposited COCO files it reproduces every analysis in the methods paper without a model of any kind — the audit, key, matrix, novelty scoring and delimitation are all deterministic.
pip install descriptron-core
descriptron --list # the 62 programs in this package
descriptron biorag_key_builder_v1 --help
biorag-audit --help
Writing treatments is the only step that calls a language model:
pip install "descriptron-core[llm]"
For mask prediction, landmark transfer and scale-bar reading, add
descriptron-vision; for the
annotation GUI, descriptron-gui.
The programs are shipped as data and executed with runpy, exactly as they run
from a shell, so packaging cannot quietly change what they do.
1 maintainer
Release files for descriptron-core 2.1.1
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Source distribution (sdist)
| File | Size | Uploaded | |
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| descriptron_core-2.1.1.tar.gz | 3.0 MB | Details |
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| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| descriptron_core-2.1.1-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 6.1 MB
Release files / descriptron_core-2.1.1.tar.gz
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Release files / descriptron_core-2.1.1-py3-none-any.whl
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| Size | 3.1 MB |
| Tags | Python 3 |
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