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Machine Learning Workflows pipeline architecture for advanced ensemble modeling and business logic.<br>To know more:https://www.clarifai.com/products/mesh-workflows
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About us Clarifai is accelerating the progress of humanity with continually improvingAI. • Founded in 2013 by Matthew Zeiler, a foremost expert in machine learning, Clarifai has been a market leader since winning the top five places in image classification at the ImageNet 2013 competition. • Recognized by leading industry analysts for our award-winning platform, Clarifai offers an end-to-end solution for modeling unstructured data for the entire AI lifecycle. Our powerful image, video, and text recognition solutions are built on the most advanced machine learning platform and made easily accessible via API, device SDK, and on-premise, empowering businesses all over the world to build a new generation of intelligent applications.
Use Mesh Work Flows to easily process complex logic and gain insights. https://www.clarifai.com/products/armada-ml-prediction
ActionTriggers React to the real world faster than ever was possible before with the power of AI. Mesh Workflow can turn the predictions made by your AI models into action. Send alerts, trigger external systems or even route data for further processing. https://www.clarifai.com/products/armada-ml-prediction
Multi-modalAI Mesh lets you use one platform to process many different types of data. Build inference pipelines that recognize text in images (OCR), and understand that text with natural language processing (NLP). Chain together multiple transformations easily for deeper insights. https://www.clarifai.com/products/armada-ml-prediction
Activelearning Continuously improve your production models with auto-labeling, and keep a “human in the loop” to ensure model quality. Mesh allows to build your own custom training loop. https://www.clarifai.com/products/armada-ml-prediction
Noisereduction Focus your dataset with helpful prebuilt models that can quickly clean up many of the most common use cases. Reduce the noise caused by unwanted data so that you can build more efficient and accurate models. https://www.clarifai.com/products/armada-ml-prediction
Domainfiltering Build separate inference pipelines for your data based on high level categories in your dataset. Parse a large and complex dataset into manageable chunks. Get to the data you need quickly. https://www.clarifai.com/products/armada-ml-prediction
Complexclassification Learn about the many dimensions of your dataset by chaining together multiple classification models. Learn about multiple categories of information at once and optimize each model individually. https://www.clarifai.com/products/armada-ml-prediction
Objectidentification Learn about what is “in” your visual data with automatic object identification. Detection models can even detect objects in specific regions of an image and then pass this region to other models for further processing. https://www.clarifai.com/products/armada-ml-prediction
Object-to-objectsearch Search for like objects in your database. Perform searches based on visual similarity alone. Mesh workflows can classify and detect images that power your search queries. https://www.clarifai.com/products/armada-ml-prediction
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