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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

Samples from semantic pyramid model

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)