Tensor Flow Lite for Edge Devices Tutorial

Learn how to use TensorFlow Lite. TensorFlow Lite is an open source deep learning framework for ondevice inference. Code: Course from Bhavesh Bhatt. Check out his channel: Course Contents (0:00:00) Introduction (0:00:20) Why do we need TensorFlow Lite (0:04:10) What is Edge Computing (0:05:06) Why is Edge Computing gaining popularity (0:08:30) Challenges in deploying models on Edge devices (0:09:27) What is TensorFlow Lite or TFLite (0:10:06) TensorFlow Lite Workflow (0:13:30) Creating a TensorFlow or Keras model (0:32:54) Converting a TensorFlow or Keras model to TFLite (0:36:08) Validating the TFLite model performance (0:46:08) What is Quantization (0:47:35) Compressing the TFLite model further (0:51:55) Compressing the TFLite model even further (0:55:08) Validating the most compressed TFLite model performance (0:58:46) Thank You Thanks to our Champion and Sponsor supporters: Wong Voon