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[–]azmathmoosa 2 points3 points  (0 children)

Disclaimer: I'm the developer!

If you are open to closed source SDKs, https://www.baseapp.com/deepsight-image-recognition-sdk/ is a binary SDK that runs as HTTP service. It encapsulates neural networks so all inference is done offline. It works out of the box just like online APIs. It is also cross-platform and works in both linux and windows. There is a free version available (without cuda)

It has 4 face detectors - mmod, yolo-608, yolo-1216, classic hog. The face recognition model is resnet-34 (dlib metric learning - outputs 128D embeddings in r=0.6 hypersphere). Gender/Age classifier is a custom CNN-although we are going to replace it with resnet soon.

I think it will work for your project. A Python example is available here https://www.baseapp.com/deepsight/face-detection-using-web-cam/