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What is SmartML™?
Learn more about SmartML, Plainsight's model training backend
SmartML is Plainsight's own model training backend. SmartML enables a user to train a computer vision model using their labeled datasets without writing a single line of code. It takes a labeled dataset and configuration as input and outputs your model available for deployment through an API endpoint, a visual preview of your model detections, and evaluation metrics.
SmartML is used when you train a model in Plainsight. To get started with training a model from a labeled dataset, start here:
You can deploy your model using Plainsight Pipelines.
- 1.Build a batch pipeline with your model as a prediction block and specify inputs and outputs, including cloud buckets and Google Pub/Sub.
- 2.Build a streaming pipeline with your model as a prediction block and use the API to send and get predictions on your data, or output predictions to a cloud bucket or Google Pub/Sub topic.
Read more about using Plainsight Pipelines:
To find the version of SmartML used to train your model:
- 1.Navigate to "Model Version Details" of the model version you want to check.
- 2.Click on the "Training Settings" tab.
- 3.Check the number listed for Model Training Version. This is the SmartML version used for training this particular version of your model.
Last modified 1yr ago