Tensorflow Lite on Raspberry Pi4B

Requirement

• Pi4B
• System Image: Buster
• python 3+(3.7 recommend)
• tensorflow lite 1.14.0

Install

• git clone [email protected]:whgreate/pi4b_tensorflow_lite.git

• cd pi4b_tensorflow_lite.git

• pip install tflite_runtime-1.14.0-cp37-cp37m-linux_armv7l.whl

• for numpy: sudo apt-get install libatlas-base-dev

• for pillow: sudo apt-get install libjpeg-dev

• virtualenv ENV

• source ENV/bin/activate

• pip install -r requirements.txt

run image classification

python label_image.py -m mobilenet_v1_1.0_224_quant.tflite -l labels_mobilenet_quant_v1_224.txt -i grace_hopper.bmp

Reference

Python quickstart