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products:sbc:vim4:npu:demos:face-recognition
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products:sbc:vim4:npu:demos:face-recognition [2023/10/30 02:24] louis |
products:sbc:vim4:npu:demos:face-recognition [2025/06/12 05:38] (current) louis |
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| ~~tag> NPU RetinaFace FaceNet VIM4 ~~ | ~~tag> NPU RetinaFace FaceNet VIM4 ~~ | ||
| + | |||
| + | **Doc for version ddk-3.4.7.7** | ||
| ====== Face Recognition VIM4 Demo - 7 ====== | ====== Face Recognition VIM4 Demo - 7 ====== | ||
| {{indexmenu_n> | {{indexmenu_n> | ||
| + | |||
| + | Face Recognition Demo consists of two models, RetinaFace and FaceNet. It can detect face on image and recognize who it is. Here are two judgment indicators, cosine similarity and Euclidean distance. The closer the cosine similarity is to 1 and the closer the Euclidean distance is to 0, the more similar is between two faces. | ||
| + | |||
| + | Here takes **lin_1.jpg** as example. Inference results on VIM4. Only show cosine similarity. | ||
| + | |||
| + | {{: | ||
| + | |||
| + | **Inference speed test**: USB camera about **80ms** per frame. | ||
| <WRAP important > | <WRAP important > | ||
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| $ 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 ==== | ||
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| # Run mode 1 | # Run mode 1 | ||
| - | $ sudo ./ | + | $ ./ |
| ``` | ``` | ||
| Line 50: | Line 64: | ||
| ```shell | ```shell | ||
| # Run mode 2 | # Run mode 2 | ||
| - | $ sudo ./ | + | $ ./ |
| ``` | ``` | ||
| Line 68: | Line 82: | ||
| # Run | # Run | ||
| - | $ sudo ./ | + | $ ./ |
| ``` | ``` | ||
| '' | '' | ||
Last modified: 2023/10/30 02:24 by louis