Zero-Shot Image Classifier

Type: huggingface.image_classification.ZeroShotImageClassifier

Namespace: huggingface.image_classification

Description

Classifies images into categories without the need for training data. image, classification, labeling, categorization

Use cases:
- Quickly categorize images without training data
- Identify objects in images without predefined labels
- Automate image tagging for large datasets

Properties

Property Type Description Default
model hf.zero_shot_image_classification The model ID to use for the classification {'type': 'hf.zero_shot_image_classification', 'repo_id': '', 'path': None, 'variant': None, 'allow_patterns': None, 'ignore_patterns': None}
image image The input image to classify {'type': 'image', 'uri': '', 'asset_id': None, 'data': None}
candidate_labels str The candidate labels to classify the image against, separated by commas ``

Outputs

Output Type Description
output Dict[str, float]  

Metadata

Browse other nodes in the huggingface.image_classification namespace.