|
1 | | -# tensorflow-lite-raspberrypi |
2 | | - |
3 | | - |
4 | | - |
5 | | -Precompiled **TensorFlow Lite 2.18.0** binaries for **Raspberry Pi 3 & 4**. |
6 | | -Read the following [blog post](https://lindevs.com/install-precompiled-tensorflow-lite-on-raspberry-pi) for additional information. |
7 | | - |
8 | | -## Supported features |
9 | | - |
10 | | -* NEON optimization |
11 | | -* VFPv4 optimization |
12 | | -* XNNPACK delegate |
13 | | -* Ruy matrix multiplication library |
14 | | -* MMAP-based allocation |
15 | | -* C and C++ APIs |
16 | | -* Python 3 bindings |
17 | | - |
18 | | -## Prerequisites |
19 | | - |
20 | | -### Supported Boards |
21 | | - |
22 | | -* Raspberry Pi 3 Model A+ |
23 | | -* Raspberry Pi 3 Model B+ |
24 | | -* Raspberry Pi 4 Model B |
25 | | - |
26 | | -Tested on Raspberry Pi 4 Model B (8 GB). |
27 | | - |
28 | | -### Supported OS |
29 | | - |
30 | | -* Raspberry Pi OS Bookworm 64-bit |
31 | | - |
32 | | -## Install |
33 | | - |
34 | | -```shell |
35 | | -wget https://github.com/prepkg/tensorflow-lite-raspberrypi/releases/latest/download/tensorflow-lite_64.deb |
36 | | -``` |
37 | | - |
38 | | -```shell |
39 | | -sudo apt install -y ./tensorflow-lite_64.deb |
40 | | -``` |
41 | | - |
42 | | -## Uninstall |
43 | | - |
44 | | -```shell |
45 | | -sudo apt purge --autoremove -y tensorflow-lite |
46 | | -``` |
47 | | - |
48 | | -## Debian Package |
49 | | - |
50 | | -Debian package contains the following shared libraries: |
51 | | - |
52 | | -| Library | Description | |
53 | | -|:----------------------------|:-----------------------------------------------------------------------| |
54 | | -| libtensorflowlite_c.so | C API to access TensorFlow Lite interpreter and perform an inference | |
55 | | -| libtensorflow-lite.so | C++ API to access TensorFlow Lite interpreter and perform an inference | |
56 | | - |
57 | | -## Reference |
58 | | - |
59 | | -1. [TensorFlow Lite repository](https://github.com/tensorflow/tensorflow/tree/master/tensorflow/lite) |
| 1 | +# tensorflow-lite-raspberrypi |
| 2 | + |
| 3 | + |
| 4 | + |
| 5 | +Precompiled **TensorFlow Lite 2.19.0** binaries for **Raspberry Pi 3 & 4**. |
| 6 | +Read the following [blog post](https://lindevs.com/install-precompiled-tensorflow-lite-on-raspberry-pi) for additional information. |
| 7 | + |
| 8 | +## Supported features |
| 9 | + |
| 10 | +* NEON optimization |
| 11 | +* VFPv4 optimization |
| 12 | +* XNNPACK delegate |
| 13 | +* Ruy matrix multiplication library |
| 14 | +* MMAP-based allocation |
| 15 | +* C and C++ APIs |
| 16 | +* Python 3 bindings |
| 17 | + |
| 18 | +## Prerequisites |
| 19 | + |
| 20 | +### Supported Boards |
| 21 | + |
| 22 | +* Raspberry Pi 3 Model A+ |
| 23 | +* Raspberry Pi 3 Model B+ |
| 24 | +* Raspberry Pi 4 Model B |
| 25 | + |
| 26 | +Tested on Raspberry Pi 4 Model B (8 GB). |
| 27 | + |
| 28 | +### Supported OS |
| 29 | + |
| 30 | +* Raspberry Pi OS Bookworm 64-bit |
| 31 | + |
| 32 | +## Install |
| 33 | + |
| 34 | +```shell |
| 35 | +wget https://github.com/prepkg/tensorflow-lite-raspberrypi/releases/latest/download/tensorflow-lite_64.deb |
| 36 | +``` |
| 37 | + |
| 38 | +```shell |
| 39 | +sudo apt install -y ./tensorflow-lite_64.deb |
| 40 | +``` |
| 41 | + |
| 42 | +## Uninstall |
| 43 | + |
| 44 | +```shell |
| 45 | +sudo apt purge --autoremove -y tensorflow-lite |
| 46 | +``` |
| 47 | + |
| 48 | +## Debian Package |
| 49 | + |
| 50 | +Debian package contains the following shared libraries: |
| 51 | + |
| 52 | +| Library | Description | |
| 53 | +|:----------------------------|:-----------------------------------------------------------------------| |
| 54 | +| libtensorflowlite_c.so | C API to access TensorFlow Lite interpreter and perform an inference | |
| 55 | +| libtensorflow-lite.so | C++ API to access TensorFlow Lite interpreter and perform an inference | |
| 56 | + |
| 57 | +## Reference |
| 58 | + |
| 59 | +1. [TensorFlow Lite repository](https://github.com/tensorflow/tensorflow/tree/master/tensorflow/lite) |
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