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Milir-Radxa merged 1 commit into from
Aug 11, 2026
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docs(qai-appbuilder): realign Q6A/Q8B/Q900 demos to upstream samples … #1981

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149 changes: 43 additions & 106 deletions docs/common/ai/qualcomm/_aotgan_qai-app-builder.mdx
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -3,8 +3,8 @@

**示例支持设备**

| 设备 | SoC |
| -------------------- | ----- |
| 设备 | SoC |
| -------------------- | ------- |
| Fogwise® AIRbox Q900 | QCS9075 |

## 安装 QAI AppBuilder
Expand All @@ -20,134 +20,71 @@

### 安装依赖

在已激活的虚拟环境中安装示例依赖：

<NewCodeBlock tip="Device" type="device">

```bash
pip3 install requests tqdm qai-hub py3_wget opencv-python torch torchvision
pip3 install requests tqdm qai-hub py3-wget Pillow torch torchvision opencv-python-headless
```

</NewCodeBlock>

### 运行脚本

- 进入示例目录

<Tabs>

<TabItem value="QCS9075" default={props.tag === "qcs9075"} attributes={{className: props.tag !== "qcs9075" && "tab_none"}}>

<NewCodeBlock tip="Device" type="device">

```bash
cd ai-engine-direct-helper/samples/python
```
- 进入上游示例目录

</NewCodeBlock>
<NewCodeBlock tip="Device" type="device">

</TabItem>

</Tabs>

- 准备输入图片，这里以以下图片为输入示例
```bash
cd qai-appbuilder/samples
```

{" "}
</NewCodeBlock>

<div style={{ textAlign: "center" }}>
<img
src="/img/fogwise/airbox-q900/qairt-aotgan_input.webp"
style={{ width: "65%" }}
/>
input image
</div>
- 准备输入数据（示例自带输入文件时可直接运行；也可按脚本参数指定）

<div style={{ textAlign: "center" }}>
<img
src="/img/fogwise/airbox-q900/qairt-aotgan_mask.webp"
style={{ width: "65%" }}
/>
mask image
</div>
<div style={{ textAlign: "center" }}>
<img
src="/img/fogwise/airbox-q900/qairt-aotgan_input.webp"
style={{ width: "65%" }}
/>
input image
</div>

- 执行推理

<NewCodeBlock tip="Device" type="device">

```bash
python3 aotgan/aotgan.py
python3 ComputerVision/Image_Editing/aotgan/aotgan.py --chipset 9075
```

</NewCodeBlock>

```bash
$ python3 aotgan/aotgan.py
0.0ms [WARNING] <W> Initializing HtpProvider

/prj/qct/webtech_scratch20/mlg_user_admin/qaisw_source_repo/rel/qairt-2.37.1/point_release/SNPE_SRC/avante-tools/prebuilt/dsp/hexagon-sdk-5.5.5/ipc/fastrpc/rpcmem/src/rpcmem_android.c:38:dummy call to rpcmem_init, rpcmem APIs will be used from libxdsprpc
0.0ms [WARNING] <W> This META does not have Alloc2 Support

0.0ms [WARNING] <W> This META does not have Alloc2 Support

0.0ms [WARNING] <W> This META does not have Alloc2 Support

0.0ms [WARNING] <W> This META does not have Alloc2 Support

136.6ms [WARNING] Time: Read model file to memory. 21.49

0.0ms [WARNING] <W> This META does not have Alloc2 Support

0.0ms [WARNING] <W> This META does not have Alloc2 Support

0.0ms [WARNING] <W> This META does not have Alloc2 Support
- 运行结果示意

<div style={{ textAlign: "center" }}>
<img
src="/img/fogwise/airbox-q900/qairt-aotgan_mask.webp"
style={{ width: "65%" }}
/>
mask image
</div>
<div style={{ textAlign: "center" }}>
<img
src="/img/fogwise/airbox-q900/qairt-aotgan_output.webp"
style={{ width: "65%" }}
/>
output image
</div>

0.0ms [WARNING] <W> This META does not have Alloc2 Support

0.0ms [WARNING] <W> This META does not have Alloc2 Support

0.0ms [WARNING] <W> This META does not have Alloc2 Support

0.0ms [WARNING] <W> This META does not have Alloc2 Support

205.5ms [WARNING] Time: contextCreateFromBinary. 68.83

205.6ms [WARNING] Time: UnmapViewOfFile. 0.00

207.5ms [WARNING] Time: model_initialize aotgan 207.45

415.4ms [WARNING] Time: model_inference aotgan 154.66

0.0ms [WARNING] <W> This META does not have Alloc2 Support

0.0ms [WARNING] <W> This META does not have Alloc2 Support

/usr/bin/xdg-open: 882: www-browser: not found
/usr/bin/xdg-open: 882: links2: not found
/usr/bin/xdg-open: 882: elinks: not found
/usr/bin/xdg-open: 882: links: not found
0.0ms [WARNING] <W> This META does not have Alloc2 Support

0.0ms [WARNING] <W> This META does not have Alloc2 Support

/usr/bin/xdg-open: 882: lynx: not found
/usr/bin/xdg-open: 882: w3m: not found
xdg-open: no method available for opening '/tmp/tmpjvwp3wzi.PNG'
/usr/bin/xdg-open: 882: www-browser: not found
/usr/bin/xdg-open: 882: links2: not found
/usr/bin/xdg-open: 882: elinks: not found
/usr/bin/xdg-open: 882: links: not found
/prj/qct/webtech_scratch20/mlg_user_admin/qaisw_source_repo/rel/qairt-2.37.1/point_release/SNPE_SRC/avante-tools/prebuilt/dsp/hexagon-sdk-5.5.5/ipc/fastrpc/rpcmem/src/rpcmem_android.c:42:dummy call to rpcmem_deinit, rpcmem APIs will be used from libxdsprpc
801.6ms [WARNING] Time: model_destroy aotgan 67.93

/usr/bin/xdg-open: 882: lynx: not found
/usr/bin/xdg-open: 882: w3m: not found
xdg-open: no method available for opening '/tmp/tmp0z61xxdt.PNG'
```
:::tip
首次运行会通过 Qualcomm® AI Hub 自动下载模型，耗时取决于网络。也可在 `samples` 目录使用启动器：

{" "}
```bash
python3 run_inference.py --list
python3 run_inference.py --model aotgan --args "--chipset 9075"
```

<div style={{ textAlign: "center" }}>
<img
src="/img/fogwise/airbox-q900/qairt-aotgan_output.webp"
style={{ width: "65%" }}
/>
output image
</div>
:::
104 changes: 24 additions & 80 deletions docs/common/ai/qualcomm/_beit_qai-app-builder.mdx
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -3,8 +3,8 @@

**示例支持设备**

| 设备 | SoC |
| -------------------- | ----- |
| 设备 | SoC |
| -------------------- | ------- |
| Fogwise® AIRbox Q900 | QCS9075 |

## 安装 QAI AppBuilder
Expand All @@ -20,107 +20,51 @@

### 安装依赖

在已激活的虚拟环境中安装示例依赖：

<NewCodeBlock tip="Device" type="device">

```bash
pip3 install requests tqdm qai-hub py3_wget opencv-python torch torchvision
pip3 install requests tqdm qai-hub py3-wget Pillow torch torchvision opencv-python-headless
```

</NewCodeBlock>

### 运行脚本

- 进入示例目录

<Tabs>

<TabItem value="QCS9075" default={props.tag === "qcs9075"} attributes={{className: props.tag !== "qcs9075" && "tab_none"}}>

<NewCodeBlock tip="Device" type="device">

```bash
cd ai-engine-direct-helper/samples/python
```
- 进入上游示例目录

</NewCodeBlock>
<NewCodeBlock tip="Device" type="device">

</TabItem>

</Tabs>
```bash
cd qai-appbuilder/samples
```

- 准备输入图片，这里以以下图片为输入示例
</NewCodeBlock>

{" "}
- 准备输入数据（示例自带输入文件时可直接运行；也可按脚本参数指定）

<div style={{ textAlign: "center" }}>
<img src="/img/dragon/q6a/test_image.webp" style={{ width: "65%" }} />
input image
</div>
<div style={{ textAlign: "center" }}>
<img src="/img/dragon/q6a/test_image.webp" style={{ width: "65%" }} />
input image
</div>

- 执行推理

<NewCodeBlock tip="Device" type="device">

```bash
python3 beit/beit.py
python3 ComputerVision/Image_Classification/beit/beit.py --chipset 9075
```

</NewCodeBlock>

```bash
$ python3 beit/beit.py
0.0ms [WARNING] <W> Initializing HtpProvider

/prj/qct/webtech_scratch20/mlg_user_admin/qaisw_source_repo/rel/qairt-2.37.1/point_release/SNPE_SRC/avante-tools/prebuilt/dsp/hexagon-sdk-5.5.5/ipc/fastrpc/rpcmem/src/rpcmem_android.c:38:dummy call to rpcmem_init, rpcmem APIs will be used from libxdsprpc
0.0ms [WARNING] <W> This META does not have Alloc2 Support

0.0ms [WARNING] <W> This META does not have Alloc2 Support

0.0ms [WARNING] <W> This META does not have Alloc2 Support

0.0ms [WARNING] <W> This META does not have Alloc2 Support

179.0ms [WARNING] Time: Read model file to memory. 60.05

0.0ms [WARNING] <W> This META does not have Alloc2 Support

0.0ms [WARNING] <W> This META does not have Alloc2 Support

0.0ms [WARNING] <W> This META does not have Alloc2 Support

0.0ms [WARNING] <W> This META does not have Alloc2 Support

0.0ms [WARNING] <W> This META does not have Alloc2 Support

0.0ms [WARNING] <W> This META does not have Alloc2 Support

0.0ms [WARNING] <W> This META does not have Alloc2 Support

284.7ms [WARNING] Time: contextCreateFromBinary. 105.62

284.8ms [WARNING] Time: UnmapViewOfFile. 0.00

288.1ms [WARNING] Time: model_initialize beit 288.01

365.3ms [WARNING] Time: model_inference beit 17.72

Top 5 predictions for image:

"Samoyed", 0.6322221756
"Pomeranian", 0.1098636836
"Keeshond", 0.0410530604
"Japanese Chin", 0.0093044275
"Chow Chow", 0.0058453484
0.0ms [WARNING] <W> This META does not have Alloc2 Support

0.0ms [WARNING] <W> This META does not have Alloc2 Support

0.0ms [WARNING] <W> This META does not have Alloc2 Support

0.0ms [WARNING] <W> This META does not have Alloc2 Support
:::tip
首次运行会通过 Qualcomm® AI Hub 自动下载模型，耗时取决于网络。也可在 `samples` 目录使用启动器：

/prj/qct/webtech_scratch20/mlg_user_admin/qaisw_source_repo/rel/qairt-2.37.1/point_release/SNPE_SRC/avante-tools/prebuilt/dsp/hexagon-sdk-5.5.5/ipc/fastrpc/rpcmem/src/rpcmem_android.c:42:dummy call to rpcmem_deinit, rpcmem APIs will be used from libxdsprpc
483.8ms [WARNING] Time: model_destroy beit 113.14
```
```bash
python3 run_inference.py --list
python3 run_inference.py --model beit --args "--chipset 9075"
```

打印结果可以看到 `Samoyed` 置信度最高，这与输入图片内容吻合。
:::
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