~~tags>VIM4 NPU~~
 
====== NPU Applications ======

{{indexmenu_n>1}}

<WRAP important >
Only **New VIM4** supports NPU, you can check the version of your VIM4 here: [[products:sbc:vim4:configurations:identify-version|]]
</WRAP>

===== Linux =====

<WRAP important >
Only supports OpenCV4.
</WRAP>

==== Get source code ====

You need to download the source code to your VIM4 board and compile on it.

Clone the NPU demo applications to somewhere, e.g. ''~/workspace'':

```shell
$ mkdir ~/workspace
$ cd ~/workspace
$ git clone https://github.com/khadas/vim4_npu_applications
$ cd vim4_npu_applications
$ ls
mobilenet_v2  nn_sdk  yolov3  yolov3_cap  yolov7_tiny  yolov7_tiny_cap  yolov8n  yolov8n_cap
```
  * ''mobilenet_v2'', ''yolov3'', ''yolov3_cap'', ''yolov7_tiny'', ''yolov8n'' - Different demo for VIM4 NPU.
  * ''nn_sdk'' - Dependencies required for compilation.

==== Install dependences ====

```shell
$ sudo apt update
$ sudo apt install libopencv-dev python3-opencv cmake
```

==== Compile ====

Take ''mobilenet_v2'' as an example, other demos are the same.

```shell
$ cd mobilenet_v2
$ mkdir build && cd build
$ cmake ..
$ make
```

==== Run ====

=== Mobilenet V2 ===

```shell
$ cd mobilenet_v2/build
$ sudo ./mobilenetv2 ../data/mobilenetv2_int8.adla ../data/goldfish_224x224.jpg 
[sudo] password for khadas: 
997: 0.273438
886: 0.031250
108: 0.023438
109: 0.019531
127: 0.019531
```

=== Yolov3 ===

<WRAP important >
The demos of the Yolo series only support running under the desktop environment.
</WRAP>

<WRAP tip >
Before running, please compile the source code. The compilation method is same as ''Mobilenet V2''.
</WRAP>

Detect picture:

```shell
$ cd yolov3/build
$ sudo ./yolov3 -p ../data/1080p.bmp  -m ../data/det_yolov3_int8.adla
```

{{:products:sbc:vim4:npu:vim4-yolov3-output.webp?1000|}}

Detection with camera:

```shell
$ cd yolov3_cap/build
$ sudo ./yolov3_cap -m ../data/det_yolov3_int8.adla -d X -w 1920 -h 1080
```
**x**: the number for you camera device. such as ''/dev/video0'', ''x'' is ''0''.

===== Android =====

WIP: