Master's thesis
Open access
Intelligent restoration: An algorithm for detecting and classifying damage to historical documents using computer vision and machine learning
This thesis compares three automatic old photograph restoration methods, implemented using the PyTorch machine learning library: a method based on generative adversarial networks and va- riational autoencoders, a method based on a two-stage diffusion…