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products:sbc:edge2:npu:demos:retinaface [2023/09/20 03:12] louis |
products:sbc:edge2:npu:demos:retinaface [2025/04/09 23:33] (current) louis |
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{{indexmenu_n> | {{indexmenu_n> | ||
- | ===== Get Source Code ===== | + | ===== 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 Edge2. | ||
+ | |||
+ | {{: | ||
+ | |||
+ | **Inference speed test**: USB camera about **39ms** per frame. MIPI camera about **33ms** per frame. | ||
+ | |||
+ | ===== Train Model ===== | ||
The codes we use [[gh> | The codes we use [[gh> | ||
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$ bash build.sh | $ bash build.sh | ||
- | # Run | + | # Run USB camera |
+ | $ cd install/ | ||
+ | $ ./ | ||
+ | |||
+ | # Run MIPI camera | ||
$ cd install/ | $ cd install/ | ||
- | $ ./ | + | $ ./ |
``` | ``` | ||
- | '' | + | <WRAP info > |
+ | '' | ||
+ | </ | ||