junyanz/interactive-deep-colorization
Deep learning software for colorizing black and white images with a few clicks.
Implements a Local Hints Network that enables real-time interactive colorization through user-placed color hints on specific image regions, which the model propagates intelligently across the image. Supports both Caffe (official SIGGRAPH 2017 model) and PyTorch backends, with a full Qt5-based GUI for point placement, color selection, and patch-size adjustment, alongside Jupyter notebook interfaces for lighter-weight integration. Built on learned deep priors that generalize color propagation from sparse user input, also including a Global Hints Network variant for histogram-based color transfer applications.
2,700 stars. No commits in the last 6 months.
Stars
2,700
Forks
451
Language
Python
License
MIT
Category
Last pushed
Jul 29, 2022
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0
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