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Tensorflow Lite for Microcontrollers MNIST Example

Example MNIST ConvNet using Tensorflow Lite for Microcontrollers

Prerequisites

Installing

To build the MNIST ConvNet model alongside tflite and C source files

python train.py

Once the model files have been moved to the make/src folder. To make the project:

cd make
make

Run inference

./mnist_inference

Expected Output

Dims [4] Size :
Type [FLOAT32] Shape :
0 [ 1]
1 [ 28]
2 [ 28]
3 [ 1]

Details of output tensor:
Dims [2] Size :
Type [FLOAT32] Shape :
0 [ 1]
1 [ 10]

Model estimates [7] label [7]

Model estimates [2] label [2]

Model estimates [1] label [1]

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