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README.md

tflite_example

Use tflite plugin to run model on images. The image is captured by camera or selected from gallery (with the help of image_picker plugin).

Prerequisites

Create a assets folder. From https://github.com/shaqian/flutter_tflite/tree/master/example/assets dowload the following files and place them in assets folder.

  • mobilenet_v1_1.0_224.tflite
  • mobilenet_v1_1.0_224.txt
  • ssd_mobilenet.tflite
  • ssd_mobilenet.txt
  • yolov2_tiny.tflite
  • yolov2_tiny.txt
  • deeplabv3_257_mv_gpu.tflite
  • deeplabv3_257_mv_gpu.txt
  • posenet_mv1_075_float_from_checkpoints.tflite

Install

flutter packages get

Run

flutter run

Caveat

recognizeImageBinary(image) (sample code for runModelOnBinary) is slow on iOS when decoding image due to a known issue with image package.