Platform For AI:DSW use cases

Case

Description

Use WebIDE to debug code online

This topic describes how to use WebIDE of DSW to debug the Python code in the sample notebook that is provided by DSW.

Use RNN to recognize surnames

This topic describes how to use a Recurrent Neural Network (RNN) in DSW to recognize surnames. RNN can predict which language that a person speaks by recognizing how the surname of the person is spelled.

Use EasyVision to detect objects

This topic describes how to use EasyVision in DSW to detect objects.

Use EasyTransfer to develop a text classification model

This topic uses text classification as an example to describe how to use EasyTransfer to train models, evaluate models, use models to make predictions, export model files, and deploy models in DSW.

Use EasyASR for speech recognition

This topic describes how to use EasyASR for speech recognition in DSW.

Use EasyASR for speech classification

This topic describes how to use EasyASR for speech classification in DSW.

Use EasyCompression to compress models

This topic describes how to use the pruning, quantization, and structured sparsity algorithms to compress models.