With Mesh Workflows, you can work with your machine learning models like they are nodes in a graph. Clarifai makes it easy to connect together models of different kinds so that you can perform complex operations on your data, and build solutions that target your specific business needs.
No dev-ops required. Deploy with the click of a button.
Iterate easily and build upon your models with model versioning tools.
Speed up your application performance with optimized parallel processing.
Mesh Workflows ensure that your data is indexed and searchable.
The nodes in your Mesh Workflows can accept data from your database or other models. Just select a model that accepts the type of input that you would like to work with.
Images can be processed by machine learning models, analyzed, cropped, and used to power search.
The concepts detected by your model can be used as inputs. This can help you to label and structure your data.
The abstract mathematical representation generated by your machine learning model can be used to power new custom models.
Many models can accept specific regions of an image as an input, helping you understand the specific objects in your visual data.
Models can accept specific regions of an image as an input along with any detected concepts that your model has identified.
Text can be used as an input into natural language processing (NLP) models.
Detect text in images and then prepare this data for analysis by natural language processing (NLP) models.
Individual frames of video can be used as inputs much like individual images can be used as inputs.
Models can be trained to recognize concepts in your video, text and image data.
The abstract mathematical representation generated by your machine learning model can be used to power new custom models or search.
Models can provide embedding representations of specific regions of your images and videos so that you can learn more about specific objects in your data.
Detect text in images and then prepare this data for analysis by natural language processing (NLP) models.
Text is a common output for many object character recognition (OCR) and natural language processing (NLP) models.
Detect unique objects in your images and learn about what the object is.
Clusters are groups of semantically similar images and video frames. Clusters help you to search your data based on visual similarity.
Detected colors in an image can be used to search, sort and filter data.
Learn about some of the ways that you can use machine learning models and Mesh Workflows to power your business with the fastest time-to-accuracy in AI.
React to the real-world faster that ever was possible before with the power of AI. Mesh Workflows can turn the predictions made by your AI models into action. Send alerts, trigger external systems, or even route data for further processing.
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.
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.
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.
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.
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.
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.
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.
If you're encountering a technical or payment issue, the customer support team will be happy to assist you.
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© 2023 Clarifai, Inc. Terms of Service Content TakedownPrivacy Policy