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products:sbc:vim4:npu:demos:retinaface
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products:sbc:vim4:npu:demos:retinaface [2023/09/18 02:13] sravan |
products:sbc:vim4:npu:demos:retinaface [2025/01/08 22:29] (current) louis |
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| ~~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 ====== | ||
| Line 5: | Line 7: | ||
| {{indexmenu_n> | {{indexmenu_n> | ||
| ===== Get source code ===== | ===== Get source code ===== | ||
| + | |||
| + | [[gh> | ||
| ```shell | ```shell | ||
| Line 32: | Line 36: | ||
| Follow Docker official documentation to install Docker: [[https:// | Follow Docker official documentation to install Docker: [[https:// | ||
| - | Then fetch the prebuilt NPU Docker | + | Follow |
| ```shell | ```shell | ||
| - | $ docker pull yanwyb/npu:v1 | + | docker pull numbqq/npu-vim4 |
| - | $ docker run -it --name | + | |
| - | -v / | + | |
| - | -v / | + | |
| - | yanwyb/ | + | |
| ``` | ``` | ||
| - | ==== Get conversion tool ==== | + | ==== Get Convert Tool ==== |
| - | Download Tool from [[gl> | + | Download Tool from [[gh> |
| ```shell | ```shell | ||
| - | $ git clone https://gitlab.com/ | + | $ git lfs install |
| + | $ git lfs clone https://github.com/ | ||
| + | $ cd vim4_npu_sdk | ||
| + | $ ls | ||
| + | adla-toolkit-binary | ||
| ``` | ``` | ||
| + | |||
| + | * '' | ||
| + | * '' | ||
| + | * '' | ||
| + | |||
| + | <WRAP important> | ||
| + | If your kernel is older than 241129, please use branch npu-ddk-1.7.5.5. | ||
| + | </ | ||
| ==== Convert ==== | ==== Convert ==== | ||
| Line 89: | Line 101: | ||
| --dtypes " | --dtypes " | ||
| --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 " | --channel-mean-value " | ||
| Line 113: | Line 125: | ||
| $ git clone https:// | $ git clone https:// | ||
| ``` | ``` | ||
| + | |||
| + | <WRAP important> | ||
| + | If your kernel is older than 241129, please use version before tag ddk-3.4.7.7. | ||
| + | </ | ||
| ==== Install dependencies ==== | ==== Install dependencies ==== | ||
| Line 136: | Line 152: | ||
| # Run | # Run | ||
| - | $ sudo ./ | + | $ ./ |
| ``` | ``` | ||
| + | |||
| + | {{: | ||
| === Camera input demo === | === Camera input demo === | ||
| Put '' | Put '' | ||
| + | |||
| + | == Compile == | ||
| ```shell | ```shell | ||
| - | # Compile | + | $ cd vim4_npu_applications/ |
| - | $ cd vim4_npu_applications/ | + | |
| $ mkdir build | $ mkdir build | ||
| $ cd build | $ cd build | ||
| $ cmake .. | $ cmake .. | ||
| $ make | $ make | ||
| + | ``` | ||
| - | # Run | + | == Run== |
| - | $ sudo ./ | + | |
| + | **MIPI Camera** | ||
| + | |||
| + | ``` | ||
| + | $ ./ | ||
| + | ``` | ||
| + | |||
| + | **USB Camera** | ||
| + | ``` | ||
| + | $ cd build | ||
| + | $ ./ | ||
| ``` | ``` | ||
| - | '' | + | **TIP**: Replace |
Last modified: 2023/09/18 02:13 by sravan