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Classroom Contents
TensorFlow Lite for Edge Devices - Tutorial
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- 1 ) Introduction
- 2 ) Why do we need TensorFlow Lite?
- 3 ) What is Edge Computing?
- 4 ) Why is Edge Computing gaining popularity?
- 5 ) Challenges in deploying models on Edge devices
- 6 ) What is TensorFlow Lite or TFLite?
- 7 ) TensorFlow Lite Workflow
- 8 ) Creating a TensorFlow or Keras model
- 9 ) Converting a TensorFlow or Keras model to TFLite
- 10 ) Validating the TFLite model performance
- 11 ) What is Quantization?
- 12 ) Compressing the TFLite model further
- 13 ) Compressing the TFLite model even further
- 14 ) Validating the most compressed TFLite model performance
- 15 ) Thank You
