init

Author: prepkg

.gitignore

@@ -0,0 +1 @@
+.idea

README.md

@@ -0,0 +1,50 @@
+# tensorflow-lite-raspberrypi
+
+![tensorflow-lite-raspberrypi](https://i.ibb.co/T43zRmZ/tensorflow-lite-raspberrypi.png)
+
+Precompiled **TensorFlow Lite 2.5.0** binaries for **Raspberry Pi 3 & 4**.
+
+## Supported features
+
+* NEON optimization
+* VFPv4 optimization
+* XNNPACK delegate
+* Ruy matrix multiplication library
+* MMAP-based allocation
+* C and C++ APIs
+
+## 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 Buster (32-bit)
+
+## Install
+
+* `wget https://github.com/prepkg/tensorflow-lite-raspberrypi/releases/latest/download/tensorflow-lite.deb`
+* `sudo apt install -y ./tensorflow-lite.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](https://github.com/tensorflow/tensorflow/tree/master/tensorflow/lite)