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Traditional pattern recognition models work with hand crafted features and relatively simple trainable classifiers.
There are many limitations with these techniques:
Deep learning has an inbuilt automatic multi stage feature learning process that learns rich features.
Dr. Syed Hassan Amin has done Ph.D. in Computer Science from Imperial College London, United Kingdom and MS in Computer System Engineering from GIKI, Pakistan. During PhD, he has worked on Image Processing, Computer Vision, and Machine Learning. He has done research and development in many areas including Urdu and local language Optical Character Recognition, Retail Analysis, Affiliate Marketing, Fraud Prediction, 3D reconstruction of face images from 2D images, and Retinal Image analysis in addition to other areas.