Zero-Shot Image Classification
OpenCLIP
English
OpenCLIP
clip
biology
biodiversity
agronomy
CV
images
animals
species
taxonomy
rare species
endangered species
evolutionary biology
multimodal
knowledge-guided
Instructions to use BGLab/BioTrove-CLIP with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- OpenCLIP
How to use BGLab/BioTrove-CLIP with OpenCLIP:
import open_clip model, preprocess_train, preprocess_val = open_clip.create_model_and_transforms('hf-hub:BGLab/BioTrove-CLIP') tokenizer = open_clip.get_tokenizer('hf-hub:BGLab/BioTrove-CLIP') - Notebooks
- Google Colab
- Kaggle
Which model is open_clip_pytorch_model.bin
#1
by johnbradley - opened
Which one of these is the open_clip_pytorch_model.bin ?
BioTrove-CLIP-O: - biotroveclip-vit-b-16-from-openai-epoch-40.pt,
BioTrove-CLIP-B: - biotroveclip-vit-b-16-from-bioclip-epoch-8.pt
BioTrove-CLIP-M - biotroveclip-vit-l-14-from-metaclip-epoch-12.pt
From what I can tell (randomly checking parts of the state dict ) it looks like open_clip_pytorch_model.bin is based on biotroveclip-vit-b-16-from-openai-epoch-40.pt.