Downloads · 30 days
109
1% of all-time downloads
taxabind-vit-b-16
MVRL/taxabind-vit-b-16
taxabind-vit-b-16 is a zero-shot image classification model from MVRL. Use it for the zero-shot image classification task on the model card, and read the license before you ship it in a product. It is set up for open_clip. The card lists the license as mit.
TaxaBind is a multimodal embedding space consisting of six modalities. This model contains image and text modalities in openclip format. The model is used for zero-shot classification of species images using taxonomic…
All-time downloads
9.9K
Public
Repo size
1.2 GB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.bin599 MB · 50%
At a glance
- Task
- Zero-Shot Image Classification
- Library
- open_clip
- License
- mit
- Access
- Public
- Created
- Oct 15, 2024
- Updated
- Oct 30, 2024
- SHA
- 60616979
Spaces
Model card
From the Hugging Face model README
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
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')
- Task
- Zero-Shot Image Classification
- Library
- open_clip
- License
- mit
- Created
- Oct 15, 2024
- Updated
- Oct 30, 2024