rosinality / semantic-pyramid-pytorch

Licence: MIT License

Implementation of Semantic Pyramid for Image Generation (https://arxiv.org/abs/2003.06221) in PyTorch

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Semantic Pyramid for Image Generation

PyTorch reimplementation of the paper: "Semantic Pyramid for Image Generation" [CVPR 2020].

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Mutual labels: semantic-pyramid

semantic-pyramid-pytorch

Implementation of Semantic Pyramid for Image Generation (https://arxiv.org/abs/2003.06221) in PyTorch

Details of model implementation will be different to offical model, as currently official model is not yet released.

Usage

> python -m torch.distributed.launch --nproc_per_node=[NUM GPUS] --master_port=[PORT] train.py [Places365 PATH]

Samples

First column is source images that vgg features extracted from. Next columns is images generated by conditioned on the specific level of the features. (Conv1 ~ Conv5, FC7, FC8)

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