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flyyufelix / DenseNet-Keras

DenseNet Implementation in Keras with ImageNet Pretrained Models
MIT License
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face recognition #10

Closed myinzack closed 6 years ago

myinzack commented 6 years ago

By leveraging on this denseNet-Keras framework can we undergo face recognition. if so, what is the accuracy we can achieve ?

flyyufelix commented 6 years ago

No, models pretrained on ImageNet cannot perform face recognition directly. You will have to fine-tune the model with your own dataset of faces. If what you want is to detect face in the images, you can use OpenCV Haar Cascades (http://docs.opencv.org/trunk/d7/d8b/tutorial_py_face_detection.html). If you wish to perform face recognition/classification/clustering, you can use the pretrained models provided in OpenFace (http://cmusatyalab.github.io/openface/models-and-accuracies/).