May 2020
Beginner to intermediate
430 pages
10h 39m
English
Content preview from Mastering Computer Vision with TensorFlow 2.x
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Object detection on Android phones using TensorFlow Lite
The steps required to deploy the TensorFlow lite converted model will be described in this section. Alternatively, you can follow the instructions at https://github.com/tensorflow/examples/tree/master/lite/examples/image_classification/android to build a sample app. A detailed flow chart regarding object detection on Android phones is as follows:
We need two files:
- The TensorFlow Lite converted file in.tflite form
- An updated labelmap .txt file showing the class
The .tflite file comes directly from Google Colab if we export it, as explained in the TensorFlow Object Detection API –
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