Update README.md

README.md

@@ -6,3 +6,20 @@ pipeline_tag: zero-shot-image-classification
 license: mit
 ---
 # Model card for taxabind-vit-b-16
+
+## Paper: TaxaBind: A Unified Embedding Space for Ecological Applications <br>
+## Venue: WACV 2025 <br>
+## Github: https://github.com/mvrl/TaxaBind
+
+## TaxaBind
+
+TaxaBind is a multimodal embedding space consisting of six modalities. This model contains image and text modalities in `open_clip` format. The model is used for zero-shot classification of species images using taxonomic text classes.
+
+## Usage
+
+```python
+import open_clip
+
+model, preprocess_train, preprocess_val = open_clip.create_model_and_transforms('hf-hub:MVRL/taxabind-vit-b-16')
+tokenizer = open_clip.get_tokenizer('hf-hub:MVRL/taxabind-vit-b-16')
+```