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tflite model maker command-line utilities.

Project description

The wai.tflite_model_maker library offers command-line tools for training tflite models and applying them.

The following domains are supported:

  • image classification

  • object detection

For making predictions, the following approaches are available:

  • single image

  • batch/continuous processing using file-polling

  • continuous processing via a Redis backend (for receiving images and sending predictions back to)

Changelog

0.0.4 (2021-10-20)

  • added ability to store results of evaluation (imgcls and objdet) in JSON file

0.0.3 (2021-10-06)

  • handling custom hyper parameters now correctly

0.0.2 (2021-10-06)

  • added tools for image classification (train/predict)

  • added support for model optimization (float16, dynamic)

0.0.1 (2021-10-05)

  • initial release

Project details


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wai.tflite_model_maker-0.0.4.tar.gz (18.2 kB view hashes)

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