ArmNN TFLite

Install pip

sudo apt-get install python3-pip

Install necessary python packages

pip3 install numpy pillow opencv-python librosa sounddevice

Install the TFLite runtime interpreter

pip3 install --extra-index-url https://google-coral.github.io/py-repo/ tflite_runtime

Download ArmNN libraries

wget -O ArmNN-aarch64.tgz https://github.com/ARM-software/armnn/releases/download/v23.11/ArmNN-linux-aarch64.tar.gz
mkdir libs
tar -xvf ArmNN-aarch64.tgz -C libs

Examples:

Simple Neural Networks

model	description
Sine Model	Basic Neural network TFLite model
Digit recognize Model	Digit recognization model

Audio Processing

model	description
Audio classifier Model	Audio classifier model

Image processing

model	description
Mobilenet v1 Model	Mobilenet v1 image classification model
YOLOv8n Model	YOLOv8n image detection model
SRGAN 4x Model	SRGAN 4x image resolution upscale
Auto crop Model	Automatic document crop model