Model: imageomics/bioclip
Author: imageomics
Pipeline: zero-shot-image-classification
Library: open_clip
Tags: open_clip, zero-shot-image-classification, clip, biology, CV, images, animals, species, taxonomy, rare species, endangered species, evolutionary biology, multimodal, knowledge-guided, en, dataset:imageomics/TreeOfLife-10M, dataset:iNat21, dataset:BIOSCAN-1M, dataset:EOL, doi:10.57967/hf/1511, license:mit, region:us
Card metadata: license: mit
language: en
library_name: open_clip
model_name: BioCLIP
model_description: Foundation model for the tree of life, built using CLIP architecture as a vision model for general organismal biology. It is trained on TreeOfLife-10M, our specially-created dataset covering over 450K taxa--the most biologically diverse ML-ready dataset available to date.
tags: zero-shot-image-classification, clip, biology, CV, images, animals, species, taxonomy, rare species, endangered species, evolutionary biology, multimodal, knowledge-guided
datasets: imageomics/TreeOfLife-10M, iNat21, BIOSCAN-1M, EOL
Likes: 58 | All-time downloads: 916665
Created: 2023-06-26 17:15:26