pybioclip
Command line tool and python package to simplify the use of BioCLIP.
Key features include:
- Taxonomic label prediction for images across ranks in the Linnaean hierarchy (tunable from kingdom to species).
- Custom label predictions from user-supplied classification categories.
- Image embedding generation in a text-aligned feature space.
- Batch image processing with performance optimizations.
- Containers provided to simplfy use in computational pipelines.
No particular coding knowledge of ML or computer vision is required to use pybioclip.
Installation
Requires python that is compatible with PyTorch.
pip install pybioclip
pip install --upgrade pip.