|
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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