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TorchServe

TorchServe is a flexible and easy to use tool for serving PyTorch models.

Basic Features

Advanced Features

Default Handlers

  • Image Classifier - This handler takes an image and returns the name of object in that image

  • Text Classifier - This handler takes a text (string) as input and returns the classification text based on the model vocabulary

  • Object Detector - This handler takes an image and returns list of detected classes and bounding boxes respectively

  • Image Segmenter- This handler takes an image and returns output shape as [CL H W], CL - number of classes, H - height and W - width

Docs

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Tutorials

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Resources

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