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mruby-tflite's Introduction

mruby-tflite

interface to TensorFlow Lite for mruby

Usage

model = TfLite::Model.from_file "xor_model.tflite"
interpreter = TfLite::Interpreter.new(model)
interpreter.allocate_tensors
input = interpreter.input_tensor(0)
output = interpreter.output_tensor(0)
[[0,0], [1,0], [0,1], [1,1]].each do |x|
  input.data = x
  interpreter.invoke
  puts output.data[0].round
end

Requirements

  • TensorFlow Lite

License

MIT

Author

Yasuhiro Matsumoto (a.k.a. mattn)

mruby-tflite's People

Contributors

akuroda avatar mattn avatar ojej avatar take-cheeze avatar

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mruby-tflite's Issues

learning example xor

-model.fit(X, y, verbose=True, batch_size=1, nb_epoch=1000)
+model.fit(X, y, verbose=True, batch_size=1, epochs=1000)
$python maketflite.py 
Traceback (most recent call last):
  File "maketflite.py", line 2, in <module>
    import tensorflow.contrib.lite as lite
ModuleNotFoundError: No module named 'tensorflow.contrib'

$ python --version
Python 3.8.10

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