Tensorflow w/Keras

• Tensorflow resources
  
  • VIDEO -explaining an older version of Android Tensorflow example found here in mobile examples
  • Using Tensorboard(try the colab work on the getting started):  First Video Intro,     Second Video Intro,       Whats new in latest version Video
  • MY Tips on Tensorboard
  • Set of Examples from Google can clone/download

• Tensorflow w/Keras Beginng example
• Tensorflow 2 Keras Image CNN Google example AND Go Over these Google examples:
  • Tensorflow 2 w/Keras: Image Classification @ Google (shows augmenting images through flipping & rotating
  • Tensorflow 2 w/Keras: Transfer learning from MobileNet
  • Tensorflo THub - sharing pretrained models
    
    
• Tensorflow 2 (featuring Keras) CODE snippets
• Tensorflow 2 w/Keras - Checkpoints, Save&Load Model & Convert to mobile TFLite(from python)
• ABOUT: document on retraining with Object Detection API on Tensorflow 2+
• Comparing MobileNet on normal TensorFlow verus TFLite - try for fun
• Another TF w/Keras CNN Model example
• Tensorflow TFLite AND Android AND Watch video on TFLite
  • Android and Object Detection Example Explained
  • Google list of examples (some vision some not) --caution make sure they are up to date
  • visualize tflite file (try on own --I have not used this)
• Special Considerations:
  • Aconda - working with groups or different environments / different versions of software
  • Performance
• Google AI Platform - currently supported versions of Tensorflow

• A Word about Data

• Desktop Python + OpenCV + Tensorflow w/Keras Live Video Capture&Prediction with options for webcam or IP Camera