CODEWITHSUNDEEP
opencvcomputer-visionface-recognition
Maxim4400
Maxim4400

Reputation: 23

What is the accuracy of facial recognition possible to achieve using open source neural networks like OpenFace?

The task is to train ready open source neural network for open-set face recognition through the database of 10k users with each of them shot for 2-3 images (filmed from a little different angles)

What level of accuracy could be expected?

Upvotes: 1

Views: 2304

Answers (1)

Totoro doesn't feed AI anymore
Totoro doesn't feed AI anymore

Reputation: 3408

The dataset is somewhat larger than "Labeled Faces in the wild" (around 5000 fases, with 1-240 samples for each face). For that dataset, neural networks have been able to pass 90%. While it depends on the quality of photos, how different the people look, etc., for large numbers 90% is a reasonable estimate. Of course, your results can be worse if the network is too small and images are not preprocessed well (de-rotation of faces is common in good classifiers).

This paper is a survey on systems that have been tested on the above dataset.

Upvotes: 1

Related Questions