Recognition of face photos on the basis of sketch using deep CNN and transfer learning

Catching the criminal on the basis of eyewitness description sketches which are generated by any software or hand drawn this technique becomes useful when there is deficiency of evidence. Recognising the sketches with face photos to find the results. A facial recognition is a technology capable of verifying a person by using deep learning is the part of data science and this creating more importance in law enforcement agencies. Deep learning generally used for recognising application like voice recognition, face recognition, audio and video recognition. In this paper, we are working larger dataset because deep learning not useful for small amount of data. There is one colorFERET database is available, on that database we are going to apply the data augmentations technique to extend that data so it is easy to apply the deep learning methods on that database.