├── CITATION.cff ├── CONTRIBUTING.md ├── LICENSE ├── LICENSE.md ├── README.md ├── configs ├── __init__.py ├── base_config.py ├── discoscene_config.py ├── stylegan2_config.py ├── stylegan2_finetune_config.py ├── stylegan3_config.py ├── stylegan_config.py └── volumegan_ffhq_config.py ├── convert_model.py ├── converters ├── __init__.py ├── base_converter.py ├── pggan_converter.py ├── stylegan2_converter.py ├── stylegan2ada_pth_converter.py ├── stylegan2ada_tf_converter.py ├── stylegan3_converter.py └── stylegan_converter.py ├── datasets ├── __init__.py ├── base_dataset.py ├── data_loaders │ ├── __init__.py │ ├── base_data_loader.py │ ├── dali_batch_iterator.py │ ├── dali_data_loader.py │ ├── dali_pipeline.py │ ├── distributed_sampler.py │ └── iter_data_loader.py ├── file_readers │ ├── __init__.py │ ├── base_reader.py │ ├── directory_reader.py │ ├── lmdb_reader.py │ ├── tar_reader.py │ └── zip_reader.py ├── image_bbox_dataset.py ├── image_dataset.py └── transformations │ ├── __init__.py │ ├── affine_transform.py │ ├── base_transformation.py │ ├── blur_and_sharpen.py │ ├── crop.py │ ├── decode.py │ ├── flip.py │ ├── hsv_jittering.py │ ├── jpeg_compress.py │ ├── normalize.py │ ├── region_brightness.py │ ├── resize.py │ └── utils │ ├── __init__.py │ ├── affine_transform.py │ └── polygon.py ├── docs ├── contents │ ├── c_results │ │ ├── 3dfront-arrange.mp4 │ │ ├── 3dfront-camera.mp4 │ │ ├── 3dfront-restyling.mp4 │ │ ├── 3dfront-rm-ins.mp4 │ │ ├── clevr-arrange.mp4 │ │ ├── clevr-camera.mp4 │ │ ├── clevr-restyling.mp4 │ │ ├── clevr-rm-ins.mp4 │ │ ├── inversion.mp4 │ │ ├── teaser.mp4 │ │ ├── waymo-arrange.mp4 │ │ ├── waymo-restyling.mp4 │ │ └── waymo-rm-ins.mp4 │ ├── discoscene.pdf │ ├── fig_comparison.png │ ├── framework.jpg │ ├── inversion.jpg │ ├── object-editing-v3-a.jpg │ └── object-editing-v3-b.jpg ├── index.html └── static │ ├── css │ ├── bulma-carousel.min.css │ ├── bulma-slider.min.css │ ├── bulma.css.map.txt │ ├── bulma.min.css │ ├── fontawesome.all.min.css │ └── index.css │ └── js │ ├── bulma-carousel.js │ ├── bulma-carousel.min.js │ ├── bulma-slider.js │ ├── bulma-slider.min.js │ ├── fontawesome.all.min.js │ └── index.js ├── download_datasets.sh ├── download_models.sh ├── dump_command_args.py ├── metrics ├── __init__.py ├── base_gan_metric.py ├── base_metric.py ├── equivariance.py ├── fid.py ├── gan_pr.py ├── gan_snapshot.py ├── inception_score.py ├── intra_class_fid.py ├── kid.py └── utils.py ├── models ├── __init__.py ├── clib │ ├── __init__.py │ ├── __init__.py~ │ ├── _ext.cpython-37m-x86_64-linux-gnu.so │ ├── _ext.cpython-38-x86_64-linux-gnu.so │ ├── include │ │ ├── cuda_utils.h │ │ ├── cutil_math.h │ │ ├── intersect.h │ │ ├── octree.h │ │ ├── sample.h │ │ └── utils.h │ └── src │ │ ├── binding.cpp │ │ ├── intersect.cpp │ │ ├── intersect_gpu.cu │ │ ├── octree.cpp │ │ ├── sample.cpp │ │ └── sample_gpu.cu ├── discoscene_geneartor.py ├── ghfeat_encoder.py ├── inception_model.py ├── perceptual_model.py ├── pggan_discriminator.py ├── pggan_generator.py ├── pigan_bbox_generator.py ├── rendering │ ├── __init__.py │ ├── hierarchicle_bbox_sampling.py │ ├── hierarchicle_sampling.py │ ├── points_bbox_sampling.py │ ├── points_sampling.py │ ├── renderer.py │ ├── renderer_bbox.py │ └── utils.py ├── stylegan2_discriminator.py ├── stylegan2_generator.py ├── stylegan3_generator.py ├── stylegan_discriminator.py ├── stylegan_generator.py ├── test.py ├── utils │ ├── __init__.py │ └── ops.py ├── volumegan_discriminator.py └── volumegan_generator.py ├── prepare_dataset.py ├── render_scene.py ├── requirements.txt ├── runners ├── __init__.py ├── augmentations │ ├── __init__.py │ ├── ada_aug.py │ └── no_aug.py ├── base_runner.py ├── controllers │ ├── __init__.py │ ├── ada_aug_controller.py │ ├── base_controller.py │ ├── batch_visualizer.py │ ├── cache_cleaner.py │ ├── checkpointer.py │ ├── dataset_visualizer.py │ ├── evaluator.py │ ├── lr_scheduler.py │ ├── object_ada_aug_controller.py │ ├── progress_scheduler.py │ ├── progress_schedulerv2.py │ ├── running_logger.py │ └── timer.py ├── discoscene_runner.py ├── losses │ ├── __init__.py │ ├── base_loss.py │ ├── discoscene_loss.py │ ├── stylegan2_loss.py │ ├── stylegan3_loss.py │ ├── stylegan_loss.py │ └── volumegan_loss.py ├── stylegan2_runner.py ├── stylegan3_runner.py ├── stylegan_runner.py ├── utils │ ├── __init__.py │ ├── freezer.py │ ├── optimizer.py │ ├── profiler.py │ └── running_stats.py └── volumegan_runner.py ├── scripts ├── discoscene │ ├── evaluation │ │ └── evaluate_clevr256.sh │ ├── rendering │ │ ├── test_3dfront256.sh │ │ ├── test_clevr256.sh │ │ └── test_waymo256.sh │ └── training │ │ ├── train_clevr256.sh │ │ └── train_waymo256.sh ├── dist_train.sh ├── kill_zombies.sh ├── test_converters.sh ├── test_metrics.sh ├── test_metrics_discoscene.sh └── training_demos │ ├── discoscene_res256.sh │ ├── pigan_celeba64.sh │ ├── pigan_celevr256.sh │ ├── pigan_celevr64.sh │ ├── stylegan2_bbox_celevr256.sh │ ├── stylegan2_driving256.sh │ ├── stylegan2_ffhq1024.sh │ ├── stylegan2_ffhq256.sh │ ├── stylegan2_ffhq512.sh │ ├── stylegan2_lsun_bedroom256.sh │ ├── stylegan2ada_afhq512.sh │ ├── stylegan2ada_cifar10.sh │ ├── stylegan2ada_driving256.sh │ ├── stylegan2ada_ffhq1024.sh │ ├── stylegan2ada_ffhq256.sh │ ├── stylegan3r_afhq512.sh │ ├── stylegan3r_ffhqu1024.sh │ ├── stylegan3r_ffhqu256.sh │ ├── stylegan3t_afhq512.sh │ ├── stylegan3t_ffhqu1024.sh │ ├── stylegan3t_ffhqu256.sh │ ├── stylegan_ffhq1024.sh │ ├── stylegan_ffhq256.sh │ ├── stylegan_ffhq512.sh │ ├── stylegan_lsun_bedroom256.sh │ └── volumegan_ffhq256.sh ├── setup.py ├── test_metrics.py ├── test_metrics_discoscene.py ├── third_party ├── __init__.py ├── stylegan2_official_ops │ ├── README.md │ ├── __init__.py │ ├── bias_act.cpp │ ├── bias_act.cu │ ├── bias_act.h │ ├── bias_act.py │ ├── conv2d_gradfix.py │ ├── conv2d_gradfix_bk.py │ ├── conv2d_resample.py │ ├── custom_ops.py │ ├── fma.py │ ├── grid_sample_gradfix.py │ ├── misc.py │ ├── upfirdn2d.cpp │ ├── upfirdn2d.cu │ ├── upfirdn2d.h │ └── upfirdn2d.py └── stylegan3_official_ops │ ├── README.md │ ├── __init__.py │ ├── bias_act.cpp │ ├── bias_act.cu │ ├── bias_act.h │ ├── bias_act.py │ ├── conv2d_gradfix.py │ ├── conv2d_resample.py │ ├── custom_ops.py │ ├── filtered_lrelu.cpp │ ├── filtered_lrelu.cu │ ├── filtered_lrelu.h │ ├── filtered_lrelu.py │ ├── filtered_lrelu_ns.cu │ ├── filtered_lrelu_rd.cu │ ├── filtered_lrelu_wr.cu │ ├── fma.py │ ├── grid_sample_gradfix.py │ ├── misc.py │ ├── upfirdn2d.cpp │ ├── upfirdn2d.cu │ ├── upfirdn2d.h │ └── upfirdn2d.py ├── train.py ├── unit_tests.py └── utils ├── __init__.py ├── dist_utils.py ├── file_transmitters ├── __init__.py ├── base_file_transmitter.py ├── dummy_file_transmitter.py └── local_file_transmitter.py ├── formatting_utils.py ├── image_utils.py ├── loggers ├── __init__.py ├── base_logger.py ├── dummy_logger.py ├── normal_logger.py ├── rich_logger.py └── test.py ├── misc.py ├── parsing_utils.py ├── tf_utils.py └── visualizers ├── __init__.py ├── 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