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products:sbc:vim4:npu:demos:facenet [2023/09/17 22:53] hyphop ↷ Page name changed from products:sbc:vim4:npu:npu-demos:demo6-facenet to products:sbc:vim4:npu:npu-demos:facenet |
products:sbc:vim4:npu:demos:facenet [2024/01/04 21:24] (current) louis old revision restored (2023/09/20 01:13) |
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- | ~~tag> NPU Facenet | + | ~~tag> NPU FaceNet |
- | ====== | + | ====== |
{{indexmenu_n> | {{indexmenu_n> | ||
===== Get Source Code ===== | ===== Get Source Code ===== | ||
- | [[gh> | + | [[gh> |
```shell | ```shell | ||
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Follow Docker official documentation to install Docker: [[https:// | Follow Docker official documentation to install Docker: [[https:// | ||
- | Then fetch the prebuilt NPU Docker | + | Then fetch the prebuilt NPU Docker |
```shell | ```shell | ||
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==== Get conversion tool ==== | ==== Get conversion tool ==== | ||
- | Download Tool from [[gl> | + | Download Tool from [[gl> |
```shell | ```shell | ||
- | $ git clone https:// | + | $ git clone https:// |
``` | ``` | ||
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``` | ``` | ||
- | Create a python | + | Create a Python |
```python export.py | ```python export.py | ||
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``` | ``` | ||
- | Run '' | + | Run '' |
```shell | ```shell | ||
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=== Picture input demo === | === Picture input demo === | ||
- | There are two modes of this demo. One is converting face images into feature vectors and saving vectors in face library. Another is comparing input face image with faces in library and outputting Euclidean distance and cosine similarity. | + | There are two modes of this demo. One is converting face images into feature vectors and saving vectors in the face library. Another is comparing input face image with faces in the library and outputting Euclidean distance and cosine similarity. |
Put '' | Put '' | ||
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```shell | ```shell | ||
# Compile | # Compile | ||
- | $ cd vim4_npu_applications/ | + | $ cd vim4_npu_applications/ |
$ mkdir build | $ mkdir build | ||
$ cd build | $ cd build | ||
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``` | ``` | ||
- | After running mode 1, a file named '' | + | After running mode 1, a file named '' |
```shell | ```shell | ||
# Run mode 2 | # Run mode 2 | ||
- | $ sudo ./facenet -m ../ | + | $ sudo ./facenet -m ../data/model/ |
``` | ``` | ||