TensorFlow Lite for Android (Coding TensorFlow)



In this episode of Coding TensorFlow, Laurence Moroney, Developer Advocate for TensorFlow at Google, talks us through how TensorFlow Lite works on Android. You’ll see how to deploy a trained model to an Android App, and how you can run inference with it in Java.

“Building TensorFlow on Android” article → https://goo.gl/B8SV2d
TensorFlow Lite Demo for Android → https://goo.gl/nWAipo

Subscribe to the channel to catch new episodes of Coding TensorFlow → https://goo.gl/ht3WGe
Watch…

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26 Comments

  1. I downloaded the Android Project from the Tensor flow website so that I could modify that project to meet my college requirements. But, on the top of every .java files, there is a license. So, am I allowed to use those classes and modify them for my project and put it on my GitHub account?

  2. What if I don't want to recognize WHAT the image is, but rather than an item is an item? I.E. you take some toys and set them on the floor. The camera captures the scene ( live display) and displays it with the items having squares around the objects. Simply recognizing something is an object/ item rather than know WHAT the item is. I am asking this because I am working on a project that just needs to know something is an item rather than a specific item.

  3. I am planning to use TFLite C++ API from a C++ library. This C++ library is going to be used by Android Java application through JNI. Can you please let me know any sample code to get started?

  4. i developed object detection android app using predefined mobilenet tflite model. Now I have developed own tflite model but its not get integrate to android. Please help me to how to build the model that should suitable for android environment.

    Thanks in advance.

  5. The downloaded model has a "tflite" extension but the model being used in the android app seems to have ".lite" extension. How do you convert .tflite to .lite or are they interchangeable?

  6. I used compile 'org.tensorflow:tensorflow-lite:+' and i got this error Failed to resolve: org.tensorflow:tensorflow-lite:+ Could you please help me.

  7. i did exactly the same as in the description , set the variable nativeBuildSystem='none' in build.gradle and it didn't work at my smartphone. The error is " Execution failed for task ':compileDebugJavaWithJavac'. Unable to find source java class: ……../Constant.java because it doesn't belong to any of the source dirs:…..".

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