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products:sbc:vim4:npu:npu-applications
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products:sbc:vim4:npu:npu-applications [2023/06/06 21:43] louis |
products:sbc:vim4:npu:npu-applications [2025/03/17 01:45] (current) nick [Install dependences] |
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| Line 1: | Line 1: | ||
| - | ====== | + | ~~tags> |
| + | |||
| + | **Doc for version ddk-3.4.7.7** | ||
| + | |||
| + | ====== NPU Applications ====== | ||
| + | |||
| + | {{indexmenu_n> | ||
| <WRAP important > | <WRAP important > | ||
| Line 8: | Line 14: | ||
| <WRAP important > | <WRAP important > | ||
| - | Only supports OpenCV4 | + | Only supports OpenCV4. |
| </ | </ | ||
| - | ==== Install Dependencies ==== | + | ==== Get source code ==== |
| - | + | ||
| - | ```shell | + | |
| - | $ sudo apt update | + | |
| - | $ sudo apt install libopencv-dev python3-opencv cmake | + | |
| - | ``` | + | |
| - | + | ||
| - | ==== Source Code for Applications | + | |
| You need to download the source code to your VIM4 board and compile on it. | You need to download the source code to your VIM4 board and compile on it. | ||
| Line 30: | Line 29: | ||
| $ cd vim4_npu_applications | $ cd vim4_npu_applications | ||
| $ ls | $ ls | ||
| - | mobilenet_v2 | + | densenet_ctc |
| ``` | ``` | ||
| - | * '' | + | * '' |
| - | * '' | + | |
| + | <WRAP important> | ||
| + | Please use convert tool version tag ddk-3.4.7.7 or higher. | ||
| + | </ | ||
| + | |||
| + | ==== Install dependences ==== | ||
| + | |||
| + | ```shell | ||
| + | $ sudo apt update | ||
| + | $ sudo apt install -y libopencv-dev python3-opencv cmake | ||
| + | ``` | ||
| ==== Compile ==== | ==== Compile ==== | ||
| - | Take '' | + | Take '' |
| ```shell | ```shell | ||
| - | $ cd mobilenet_v2 | + | $ cd yolov3 |
| $ mkdir build && cd build | $ mkdir build && cd build | ||
| $ cmake .. | $ cmake .. | ||
| Line 48: | Line 56: | ||
| ==== Run ==== | ==== Run ==== | ||
| - | |||
| - | === Mobilenet V2 === | ||
| - | |||
| - | ```shell | ||
| - | $ cd mobilenet_v2/ | ||
| - | $ sudo ./ | ||
| - | [sudo] password for khadas: | ||
| - | 997: 0.273438 | ||
| - | 886: 0.031250 | ||
| - | 108: 0.023438 | ||
| - | 109: 0.019531 | ||
| - | 127: 0.019531 | ||
| - | ``` | ||
| === Yolov3 === | === Yolov3 === | ||
| Line 68: | Line 63: | ||
| </ | </ | ||
| - | It needs to be edited before | + | <WRAP tip > |
| + | Before | ||
| + | </ | ||
| Detect picture: | Detect picture: | ||
| Line 74: | Line 71: | ||
| ```shell | ```shell | ||
| $ cd yolov3/ | $ cd yolov3/ | ||
| - | $ sudo ./yolov3 -p ../ | + | $ ./yolov3 -p ../ |
| ``` | ``` | ||
| Line 83: | Line 80: | ||
| ```shell | ```shell | ||
| $ cd yolov3_cap/ | $ cd yolov3_cap/ | ||
| - | $ sudo ./ | + | $ ./ |
| ``` | ``` | ||
| **x**: the number for you camera device. such as ''/ | **x**: the number for you camera device. such as ''/ | ||
| - | |||
| - | === Yolov7_tiny === | ||
| - | |||
| - | Detect picture: | ||
| - | |||
| - | ```shell | ||
| - | $ cd yolov7_tiny/ | ||
| - | $ sudo ./ | ||
| - | ``` | ||
| - | |||
| - | Detection with camera: | ||
| - | |||
| - | ```shell | ||
| - | $ cd yolov7_tiny_cap/ | ||
| - | $ sudo ./ | ||
| - | ``` | ||
| - | |||
| - | === Yolov8n === | ||
| - | |||
| - | Detect picture: | ||
| - | |||
| - | ```shell | ||
| - | $ cd yolov8n/ | ||
| - | $ sudo ./yolov8n -p ../ | ||
| - | ``` | ||
| - | |||
| - | Detection with camera: | ||
| - | |||
| - | ```shell | ||
| - | $ cd yolov8n_tiny_cap/ | ||
| - | $ sudo ./ | ||
| - | ``` | ||
| ===== Android ===== | ===== Android ===== | ||
| WIP: | WIP: | ||
| - | |||
Last modified: 2023/06/06 21:43 by louis