BioCLIP 2

Model

Open model that identifies plant, animal and fungus species in photos offline

Fiyat: Free, open weights
Erişim: None, runs locally

Hakkında

BioCLIP 2 is an MIT-licensed CLIP model from the Imageomics Institute, trained on TreeOfLife-200M (214M images, 952K taxa), for zero-shot species classification across the tree of life. Run it on your own machine with pybioclip; accuracy is lower for rarely photographed taxa.

Neler yapabilirsin

Predict the species of an animal, plant or fungus in a photo on your own server
Classify organism photos against your own list of candidate species
Create image embeddings of organisms for search or a custom classifier

Başlarken

Install the package with pip install pybioclip
Run bioclip predict image.jpg, or use TreeOfLifeClassifier in Python

Örnek kod

from bioclip import Rank
from bioclip.predict import TreeOfLifeClassifier

classifier = TreeOfLifeClassifier()  # BioCLIP 2 by default
predictions = classifier.predict("Ursus-arctos.jpeg", Rank.SPECIES)
for prediction in predictions:
    print(prediction["species"], "-", prediction["score"])

Ayrıntılar

Barındırma: Kendi sunucunda, Kendi bilgisayarında
Kullanılabildiği yerler: Tüm dünya
Resmi SDK'lar: Python
MCP sunucusu: Yok