Manually colorizing historical black & white photographs is an extremely time-consuming artistic process. This project automates it entirely using a Convolutional Neural Network trained to ...

Explore our campus, meet lecturers and current students, and learn more about what it's like to study at Manchester. Ranked fifth in the world for Development Studies (QS World University Rankings by ...

Source image deduplication before processing Individual photo deduplication after extraction Perceptual hashing for robust duplicate detection Quality scoring based on resolution, sharpness, and ...