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tensorflow-lite-raspberrypi

tensorflow-lite-raspberrypi

Precompiled TensorFlow Lite 2.18.0 binaries for Raspberry Pi 3 & 4. Read the following blog post for additional information.

Supported features

  • NEON optimization
  • VFPv4 optimization
  • XNNPACK delegate
  • Ruy matrix multiplication library
  • MMAP-based allocation
  • C and C++ APIs
  • Python 3 bindings

Prerequisites

Supported Boards

  • Raspberry Pi 3 Model A+
  • Raspberry Pi 3 Model B+
  • Raspberry Pi 4 Model B

Tested on Raspberry Pi 4 Model B (8 GB).

Supported OS

  • Raspberry Pi OS Bookworm 64-bit

Install

wget https://github.com/prepkg/tensorflow-lite-raspberrypi/releases/latest/download/tensorflow-lite_64.deb
sudo apt install -y ./tensorflow-lite_64.deb

Uninstall

sudo apt purge --autoremove -y tensorflow-lite

Debian Package

Debian package contains the following shared libraries:

Library Description
libtensorflowlite_c.so C API to access TensorFlow Lite interpreter and perform an inference
libtensorflow-lite.so C++ API to access TensorFlow Lite interpreter and perform an inference

Reference

  1. TensorFlow Lite repository