Khadas Docs

Amazing Khadas, always amazes you!

User Tools

Site Tools

Home / products / sbc / vim4 / npu / demos / retinaface
products:sbc:vim4:npu:demos:retinaface

Differences

This shows you the differences between two versions of the page.

Link to this comparison view

Both sides previous revision Previous revision
Next revision 		Previous revision
products:sbc:vim4:npu:demos:retinaface [2024/11/07 20:19]
louis 		products:sbc:vim4:npu:demos:retinaface [2025/06/11 21:51] (current)
louis
Line 1: Line 1:
 ~~tag> NPU RetinaFace VIM4 PyTorch~~ ~~tag> NPU RetinaFace VIM4 PyTorch~~
 +
 +**Doc for version ddk-3.4.7.7**
  
 ====== RetinaFace PyTorch VIM4 Demo - 5 ====== ====== RetinaFace PyTorch VIM4 Demo - 5 ======
  
 {{indexmenu_n>5}} {{indexmenu_n>5}}
 +
 +===== Introduction =====
 +
 +RetinaFace is a face detection model. It can draw five key points on each face, including two eyes, nose and two corners of mouth.
 +
 +Inference results on VIM4.
 +
 +{{:products:sbc:vim4:npu:demos:retinaface-demo-output.webp?800|}}
 +
 +**Inference speed test**: USB camera about **78ms** per frame.
 +
 ===== Get source code ===== ===== Get source code =====
  
Line 40: Line 53:
 ``` ```
  
-===== Get Convert Tool =====+==== Get Convert Tool ==== 
 + 
 +Download Tool from [[gh>khadas/vim4_npu_sdk]].
  
 ```shell ```shell
 $ git lfs install $ git lfs install
-$ git lfs clone https://gitlab.com/khadas/vim4_npu_sdk.git+$ git lfs clone https://github.com/khadas/vim4_npu_sdk
 $ cd vim4_npu_sdk $ cd vim4_npu_sdk
 $ ls $ ls
-adla-toolkit-binary  adla-toolkit-binary-1.2.0.9  convert-in-docker.sh  Dockerfile  docs  README.md+adla-toolkit-binary  adla-toolkit-binary-3.1.7.4  convert-in-docker.sh  Dockerfile  docs  README.md
 ``` ```
  
Line 53: Line 68:
   * ''adla-toolkit-binary/bin'' - SDK tools required for model conversion   * ''adla-toolkit-binary/bin'' - SDK tools required for model conversion
   * ''adla-toolkit-binary/demo'' - Conversion examples   * ''adla-toolkit-binary/demo'' - Conversion examples
-==== Get conversion tool ==== 
  
-Download Tool from [[gl>khadas/vim4_npu_sdk]]. +<WRAP important> 
- +If your kernel is older than 241129, please use branch npu-ddk-1.7.5.5. 
-```shell +</WRAP>
-$ git clone https://gitlab.com/khadas/vim4_npu_sdk +
-```+
  
 ==== Convert ==== ==== Convert ====
Line 100: Line 112:
         --dtypes "float32" \         --dtypes "float32" \
         --inference-input-type float32 \         --inference-input-type float32 \
- --inference-output-type float32 \+ --inference-output-type float32 \
         --quantize-dtype int8 --outdir onnx_output  \         --quantize-dtype int8 --outdir onnx_output  \
         --channel-mean-value "0,0,0,255"  \         --channel-mean-value "0,0,0,255"  \
Line 124: Line 136:
 $ git clone https://github.com/khadas/vim4_npu_applications $ git clone https://github.com/khadas/vim4_npu_applications
 ``` ```
 +
 +<WRAP important>
 +If your kernel is older than 241129, please use version before tag ddk-3.4.7.7.
 +</WRAP>
  
 ==== Install dependencies ==== ==== Install dependencies ====
Line 147: Line 163:
  
 # Run # Run
-$ sudo ./retinaface -m ../data/retinaface_int8.adla -p ../data/timg.jpg+$ ./retinaface -m ../data/retinaface_int8.adla -p ../data/timg.jpg
 ``` ```
  
Line 169: Line 185:
  
 ``` ```
-$ sudo ./retinaface_cap -m ../data/retinaface_int8.adla -t mipi -w 1920 -h 1080+$ ./retinaface_cap -m ../data/retinaface_int8.adla -t mipi
 ``` ```
  
Line 175: Line 191:
 ``` ```
 $ cd build $ cd build
-$ sudo ./retinaface_cap -m ../data/retinaface_int8.adla -t usb -w 1920 -h 1080 -d 0+$ ./retinaface_cap -m ../data/retinaface_int8.adla -t usb -d 0
 ``` ```
  
 **TIP**: Replace 0 as the number for your camera device. Such as ''/dev/video5'', it should be ''-d 5''. **TIP**: Replace 0 as the number for your camera device. Such as ''/dev/video5'', it should be ''-d 5''.
  
Last modified: 2024/11/07 20:19 by louis

Page Tools

Khadas Site

Khadas Community

Khadas GitHub

Khadas Downloads