Capture data about the physical world through images. Our APIs support the most common formats (JPEG, PNG, BMP, TIFF, WEBP, NITF). Responses fire in 50-500ms intervals, depending on complexity.
Process video 100x faster than a human ever could. Our APIs operate on video clips in standard formats (MP4, AVI, GIF, MOV, WMV and 3GPP). Outputs are encoded as a time series for easy analysis.
Categorize, sort and search documents at scale. Use NLP to analyze text for topics, sentiment and moderate for inappropriate content. We'll help you unlock the meaning behind text data.
Generate product metadata for faster search.
Determine common themes and topics in text and documents.
Detect gore, drugs, explicit nudity or suggestive nudity.
Detect toxic, obscene, racist or threatening language.
Compare faces to determine likeness.
Determine locations of human faces with bounding boxes.
Monitor spaces for safety and security.
Determine sentiment in user generated content and documents.
Identify logos, determine prominence and physical location.
Monitor media for out of date content or poor quality images or video.
Prevent equipment fault and failures.
Ensure safety guidelines related to employee behavior, protective gear and equipment protocols.
Detect activity using full motion video.
Predict age, gender and cultural appearance.
Categorize large quantities of unstructured image, video, and textual data faster than has ever been possible before. Classify objects, faces, people, sentiment, and more with state of the art AI. Leverage a suite of pre-trained models or train a custom classification model to suit your needs.
Power custom predictions with embeddings from existing models. Train on top of existing embeddings and transfer learning from one model to a new custom model.
Creatively network, route, and connect machine learning models with handle model operators. Examples include random sampling to filter down data stream, image cropping to select a region from an image and concept thresholding.
Predictions can be made in over 23 different languages to support your global enterprise.
Get started with 1,000 free operations each month. Request a free API key and start building today.
from clarifai.rest import ClarifaiApp
from clarifai.rest import Image as ClImage
app = ClarifaiApp(api_key='your_api_key')
model = app.public_models.general_model
model.model_version = 'aa7f35c01e0642fda5cf400f543e7c40'
response = model.predict(Image(url="https://samples.clarifai.com/metro-north.jpg"))