Colorizing line art is a pivotal task in the production of hand-drawn cel animation. In this work, we introduce a new learning-based inclusion matching pipeline, which directs the network to ...
Abstract: We implement high-quality sketch colorization using two-stage conditional generative adversarial network (GAN) training based on different intermediate features. The intermediate features ...
Udpate in 2025: we recently updated the code to support Python 3.11 and PyTorch 2.4. It also supports DDP for single-machine multiple-GPU training. (Please use torchrun --nproc_per_node=4 train.py ...
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