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
Commit History
-
Update README.md
Verified signatureAdd yaml meta link to TreeOfLife-10Ma38f3c4 -
Update Citations in README.md
Verified signature- I update the citation key. - I improve the uppercase and lowercase in title. - I update the year. - I add booktitle. - The page number is missing since CVPR has not published it.9f8577d
-
Update zero-shot table to match results reported in paper.
Verified signature799f1d9
-
Update README.md
Verified signatureUpdate following Rare Species data adjustment, consistent with Rare Species dataset as published (https://doi.org/10.57967/hf/1511).d09d6f8
-
Add DOI to citation
454d409
-
Add zero-shot example.
7b4abf1
-
State MIT license within README
484209d -
Set license to MIT
1b732c8 -
Delete LICENSE.md
964a3be
-
Update Acknowledgements
d723770 -
Update Model Metadata (#1)
- Add links to paper, demo, and add OpenRAIL-M license to yml of README, rename license file for proper formatting. (e25659e22302835099b96a0a9bcbad6f46ce1216) Co-authored-by: Elizabeth Campolongo <egrace479@users.noreply.huggingface.co>1f135cb -
Add RAIL-M license
28c5ba2
-
Add Model card
85baf1d
-
Remove pretrained.pt
2852fba -
Add model
a14378a
-
Create open_clip_config.json
3027d80 -
Upload open_clip_pytorch_model.bin
4ecfed8 -
Upload pretrained.pt
2e874f9
-
initial commit
d8ad94e