Hugging Face's logo

MVRL
/
taxabind-vit-b-16

Zero-Shot Image Classification
OpenCLIP
Safetensors
clip
Model card Files Community
Edit model card

Model card for taxabind-vit-b-16

Paper: TaxaBind: A Unified Embedding Space for Ecological Applications

Venue: WACV 2025

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 

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')
Downloads last month
11
Inference Examples
Zero-Shot Image Classification
This model does not have enough activity to be deployed to Inference API (serverless) yet. Increase its social visibility and check back later, or deploy to Inference Endpoints (dedicated) instead.

Space using MVRL/taxabind-vit-b-16 1

Collection including MVRL/taxabind-vit-b-16