AndroidTensorFlowMiniWorkshop

1. install TF 1b) https://www.tensorflow.org/install/pip

2. TensorFlow for poets: https://codelabs.developers.google.com/codelabs/tensorflow-for-poets/#0

3. get your own images: https://www.raymond.cc/blog/extract-video-frames-to-images-using-vlc-media-player/

4. retrain with your new images

5. shrink your model

6. create an app

7. brand new app -> empty activity

8. gradle.build add: Dependency{ implementation 'org.tensorflow:tensorflow-android:+' }

android { aaptOptions { noCompress "tflite" noCompress "lite" } } 8) Android manifest

#Useful link:

How to convert video to pictures

https://www.raymond.cc/blog/extract-video-frames-to-images-using-vlc-media-player/

Basic intro

https://codelabs.developers.google.com/codelabs/tensorflow-for-poets/#0 https://codelabs.developers.google.com/codelabs/tensorflow-for-poets-2-tflite/#0

##Useful blogs https://proandroiddev.com/re-training-the-model-with-images-using-tensorflow-7758e9eb8db5 https://github.com/tensorflow/models/blob/master/research/slim/README.md https://github.com/tensorflow/hub/tree/master/examples/image_retraining

##Cool to try: https://github.com/tensorflow/tensorflow/tree/master/tensorflow/contrib/lite/examples/android/app

Models: https://github.com/tensorflow/tensorflow/blob/master/tensorflow/contrib/lite/g3doc/models.md