Zero-Shot Image Classification
OpenCLIP
English
clip
biology
CV
images
animals
species
taxonomy
rare species
endangered species
evolutionary biology
multimodal
knowledge-guided
Instructions to use imageomics/bioclip with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- OpenCLIP
How to use imageomics/bioclip with OpenCLIP:
import open_clip model, preprocess_train, preprocess_val = open_clip.create_model_and_transforms('hf-hub:imageomics/bioclip') tokenizer = open_clip.get_tokenizer('hf-hub:imageomics/bioclip') - Notebooks
- Google Colab
- Kaggle
taxa update to TOL-10M, retrained
#10
by egrace479 - opened
Based on retraining with the TreeOfLife-10M taxonomic patch (realignment using TaxonoPy).
Updated evaluation values still need to be added (there are a few % improvements over openCLIP to update throughout as well).
@vimar , the updated model weights can be uploaded to this PR.
egrace479 changed pull request status to open
This update still needs the evaluation results added.