PaddleX/latest/pipeline_usage/tutorials/cv_pipelines/face_recognition

[giscus[bot]]

PaddleX/latest/pipeline_usage/tutorials/cv_pipelines/face_recognition

https://paddlepaddle.github.io/PaddleX/latest/pipeline_usage/tutorials/cv_pipelines/face_recognition.html

[SSLingFeng]

我在本地部署了一个docker版的demo，尝试了服务化部署，四个接口中的识别接口报错后台提示Indexer is not initialized!
Traceback (most recent call last):
File "/home/PaddleX/paddlex/inference/pipelines/serving/_pipeline_apps/face_recognition.py", line 280, in _infer
result = list(
File "/home/PaddleX/paddlex/inference/pipelines/pp_shitu_v2.py", line 84, in predict
assert indexer, "Indexer is not initialized!"
AssertionError: Indexer is not initialized!
INFO: 172.17.0.1:49406 - "POST /face-recognition-infer HTTP/1.1" 500 Internal Server Error
是因为什么？

[leo-q8]

服务化部署需要修改配置文件中的特征库为本地特征库路径，详细请参考：

[leo-q8]

https://github.com/PaddlePaddle/PaddleX/blob/release/3.0-rc/docs/practical_tutorials/face_recognition_tutorial.md#:~:text=index%3A%20./cartoonface_index%20%23%20%E6%9C%AC%E5%9C%B0%E7%89%B9%E5%BE%81%E5%BA%95%E5%BA%93%E7%9B%AE%E5%BD%95%EF%BC%8C%E4%BD%BF%E7%94%A8%E7%AC%AC(1)%E6%AD%A5%E4%B8%AD%E6%9E%84%E5%BB%BA%E5%A5%BD%E7%9A%84%E7%89%B9%E5%BE%81%E5%BA%95%E5%BA%93

[SSLingFeng]

请问对模型进行微调训练该怎么实现？提供的GitHub网址中，只说明命令是python main.py -c paddlex/configs/modules/face_feature/MobileFaceNet.yaml
-o Global.mode=check_dataset
-o Global.dataset_dir=./dataset/face_rec_examples
但具体的 main.py并没有写明具体代码。

[cuicheng01]

需要clone PaddleX的代码运行

[CallYoung]

人脸特征库只能使用提供的本地文件目录？是否支持使用向量数据库进行特征库的建立呢

[github2136]

由api接口添加的人脸特征查询时必须添加indexKey嘛？是否可以不添加查询所有的？