Zeno Geradts
Forensic Institute of the Ministry of Security and Justice, Netherlands
Title: Artificial Intelligence, deep learning in forensic science
Biography
Biography: Zeno Geradts
Abstract
The development of deep learning algorithms has made very good progress in the last years. We see from the last vendor's tests of facial comparison that systems also for non-frontal images are much better and can be used for large databases. Also in other fields of concept detection in images and video, there has been good progress. The methods of deep learning are also applied to author recognition, speaker comparison and many more. The combination of expert and machine is expected to reduce the working load and solve more cases. Of course, one has to validate the results and quality assurance is most important. A short overview is given of pitfalls and solutions within this field.