├── .gitignore ├── README.md ├── config.py ├── dnnlib ├── __init__.py ├── submission │ ├── __init__.py │ ├── _internal │ │ └── run.py │ ├── run_context.py │ └── submit.py ├── tflib │ ├── __init__.py │ ├── autosummary.py │ ├── network.py │ ├── optimizer.py │ └── tfutil.py └── util.py ├── docs ├── assets │ ├── alae.jpg │ ├── bigbigan.jpg │ ├── bootstrap.min.css │ ├── face_verification.jpg │ ├── font.css │ ├── framework.jpg │ ├── genforce.png │ ├── global_editing.jpg │ ├── harmonization.jpg │ ├── idinvert.jpg │ ├── landmark.jpg │ ├── layout.jpg │ ├── local_editing.jpg │ ├── moco.jpg │ ├── style.css │ ├── style_mixing.jpg │ └── stylegan.jpg └── index.html ├── environment.yml ├── examples ├── 000001.png ├── 000002.png ├── 000003.png ├── 000004.png ├── 000005.png ├── 000006.png ├── 000007.png ├── 000008.png ├── 000009.png ├── 000010.png ├── 000011.png ├── 000012.png ├── 000013.png ├── 000014.png ├── 000015.png ├── 000016.png ├── 000017.png └── image.list ├── extract_ghfeat.py ├── metrics ├── __init__.py ├── frechet_inception_distance.py ├── linear_separability.py ├── metric_base.py └── perceptual_path_length.py ├── perceptual_model.py ├── srun.sh ├── train_ghfeat.py ├── training ├── __init__.py ├── dataset.py ├── loss.py ├── loss_encoder.py ├── misc.py ├── networks_ghfeat.py ├── networks_progan.py ├── networks_stylegan.py ├── training_loop.py └── training_loop_ghfeat.py └── utils ├── README.md ├── __init__.py ├── editor.py ├── logger.py └── visualizer.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/genforce/ghfeat/HEAD/.gitignore -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/genforce/ghfeat/HEAD/README.md -------------------------------------------------------------------------------- /config.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/genforce/ghfeat/HEAD/config.py -------------------------------------------------------------------------------- /dnnlib/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/genforce/ghfeat/HEAD/dnnlib/__init__.py -------------------------------------------------------------------------------- /dnnlib/submission/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/genforce/ghfeat/HEAD/dnnlib/submission/__init__.py -------------------------------------------------------------------------------- /dnnlib/submission/_internal/run.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/genforce/ghfeat/HEAD/dnnlib/submission/_internal/run.py -------------------------------------------------------------------------------- /dnnlib/submission/run_context.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/genforce/ghfeat/HEAD/dnnlib/submission/run_context.py -------------------------------------------------------------------------------- /dnnlib/submission/submit.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/genforce/ghfeat/HEAD/dnnlib/submission/submit.py -------------------------------------------------------------------------------- /dnnlib/tflib/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/genforce/ghfeat/HEAD/dnnlib/tflib/__init__.py -------------------------------------------------------------------------------- /dnnlib/tflib/autosummary.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/genforce/ghfeat/HEAD/dnnlib/tflib/autosummary.py -------------------------------------------------------------------------------- /dnnlib/tflib/network.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/genforce/ghfeat/HEAD/dnnlib/tflib/network.py -------------------------------------------------------------------------------- /dnnlib/tflib/optimizer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/genforce/ghfeat/HEAD/dnnlib/tflib/optimizer.py -------------------------------------------------------------------------------- /dnnlib/tflib/tfutil.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/genforce/ghfeat/HEAD/dnnlib/tflib/tfutil.py -------------------------------------------------------------------------------- /dnnlib/util.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/genforce/ghfeat/HEAD/dnnlib/util.py -------------------------------------------------------------------------------- /docs/assets/alae.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/genforce/ghfeat/HEAD/docs/assets/alae.jpg -------------------------------------------------------------------------------- /docs/assets/bigbigan.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/genforce/ghfeat/HEAD/docs/assets/bigbigan.jpg -------------------------------------------------------------------------------- /docs/assets/bootstrap.min.css: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/genforce/ghfeat/HEAD/docs/assets/bootstrap.min.css -------------------------------------------------------------------------------- /docs/assets/face_verification.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/genforce/ghfeat/HEAD/docs/assets/face_verification.jpg -------------------------------------------------------------------------------- /docs/assets/font.css: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/genforce/ghfeat/HEAD/docs/assets/font.css -------------------------------------------------------------------------------- /docs/assets/framework.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/genforce/ghfeat/HEAD/docs/assets/framework.jpg -------------------------------------------------------------------------------- /docs/assets/genforce.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/genforce/ghfeat/HEAD/docs/assets/genforce.png -------------------------------------------------------------------------------- /docs/assets/global_editing.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/genforce/ghfeat/HEAD/docs/assets/global_editing.jpg -------------------------------------------------------------------------------- /docs/assets/harmonization.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/genforce/ghfeat/HEAD/docs/assets/harmonization.jpg -------------------------------------------------------------------------------- /docs/assets/idinvert.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/genforce/ghfeat/HEAD/docs/assets/idinvert.jpg -------------------------------------------------------------------------------- /docs/assets/landmark.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/genforce/ghfeat/HEAD/docs/assets/landmark.jpg -------------------------------------------------------------------------------- /docs/assets/layout.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/genforce/ghfeat/HEAD/docs/assets/layout.jpg -------------------------------------------------------------------------------- /docs/assets/local_editing.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/genforce/ghfeat/HEAD/docs/assets/local_editing.jpg -------------------------------------------------------------------------------- /docs/assets/moco.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/genforce/ghfeat/HEAD/docs/assets/moco.jpg -------------------------------------------------------------------------------- /docs/assets/style.css: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/genforce/ghfeat/HEAD/docs/assets/style.css -------------------------------------------------------------------------------- /docs/assets/style_mixing.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/genforce/ghfeat/HEAD/docs/assets/style_mixing.jpg -------------------------------------------------------------------------------- /docs/assets/stylegan.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/genforce/ghfeat/HEAD/docs/assets/stylegan.jpg -------------------------------------------------------------------------------- /docs/index.html: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/genforce/ghfeat/HEAD/docs/index.html -------------------------------------------------------------------------------- /environment.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/genforce/ghfeat/HEAD/environment.yml -------------------------------------------------------------------------------- /examples/000001.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/genforce/ghfeat/HEAD/examples/000001.png -------------------------------------------------------------------------------- /examples/000002.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/genforce/ghfeat/HEAD/examples/000002.png -------------------------------------------------------------------------------- /examples/000003.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/genforce/ghfeat/HEAD/examples/000003.png -------------------------------------------------------------------------------- /examples/000004.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/genforce/ghfeat/HEAD/examples/000004.png -------------------------------------------------------------------------------- /examples/000005.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/genforce/ghfeat/HEAD/examples/000005.png -------------------------------------------------------------------------------- /examples/000006.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/genforce/ghfeat/HEAD/examples/000006.png -------------------------------------------------------------------------------- /examples/000007.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/genforce/ghfeat/HEAD/examples/000007.png -------------------------------------------------------------------------------- /examples/000008.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/genforce/ghfeat/HEAD/examples/000008.png -------------------------------------------------------------------------------- /examples/000009.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/genforce/ghfeat/HEAD/examples/000009.png -------------------------------------------------------------------------------- /examples/000010.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/genforce/ghfeat/HEAD/examples/000010.png -------------------------------------------------------------------------------- /examples/000011.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/genforce/ghfeat/HEAD/examples/000011.png -------------------------------------------------------------------------------- /examples/000012.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/genforce/ghfeat/HEAD/examples/000012.png -------------------------------------------------------------------------------- /examples/000013.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/genforce/ghfeat/HEAD/examples/000013.png -------------------------------------------------------------------------------- /examples/000014.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/genforce/ghfeat/HEAD/examples/000014.png -------------------------------------------------------------------------------- /examples/000015.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/genforce/ghfeat/HEAD/examples/000015.png -------------------------------------------------------------------------------- /examples/000016.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/genforce/ghfeat/HEAD/examples/000016.png -------------------------------------------------------------------------------- /examples/000017.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/genforce/ghfeat/HEAD/examples/000017.png -------------------------------------------------------------------------------- /examples/image.list: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/genforce/ghfeat/HEAD/examples/image.list -------------------------------------------------------------------------------- /extract_ghfeat.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/genforce/ghfeat/HEAD/extract_ghfeat.py -------------------------------------------------------------------------------- /metrics/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/genforce/ghfeat/HEAD/metrics/__init__.py -------------------------------------------------------------------------------- /metrics/frechet_inception_distance.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/genforce/ghfeat/HEAD/metrics/frechet_inception_distance.py -------------------------------------------------------------------------------- /metrics/linear_separability.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/genforce/ghfeat/HEAD/metrics/linear_separability.py -------------------------------------------------------------------------------- /metrics/metric_base.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/genforce/ghfeat/HEAD/metrics/metric_base.py -------------------------------------------------------------------------------- /metrics/perceptual_path_length.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/genforce/ghfeat/HEAD/metrics/perceptual_path_length.py -------------------------------------------------------------------------------- /perceptual_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/genforce/ghfeat/HEAD/perceptual_model.py -------------------------------------------------------------------------------- /srun.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/genforce/ghfeat/HEAD/srun.sh -------------------------------------------------------------------------------- /train_ghfeat.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/genforce/ghfeat/HEAD/train_ghfeat.py -------------------------------------------------------------------------------- /training/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/genforce/ghfeat/HEAD/training/__init__.py -------------------------------------------------------------------------------- /training/dataset.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/genforce/ghfeat/HEAD/training/dataset.py -------------------------------------------------------------------------------- /training/loss.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/genforce/ghfeat/HEAD/training/loss.py -------------------------------------------------------------------------------- /training/loss_encoder.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/genforce/ghfeat/HEAD/training/loss_encoder.py -------------------------------------------------------------------------------- /training/misc.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/genforce/ghfeat/HEAD/training/misc.py -------------------------------------------------------------------------------- /training/networks_ghfeat.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/genforce/ghfeat/HEAD/training/networks_ghfeat.py -------------------------------------------------------------------------------- /training/networks_progan.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/genforce/ghfeat/HEAD/training/networks_progan.py -------------------------------------------------------------------------------- /training/networks_stylegan.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/genforce/ghfeat/HEAD/training/networks_stylegan.py -------------------------------------------------------------------------------- /training/training_loop.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/genforce/ghfeat/HEAD/training/training_loop.py -------------------------------------------------------------------------------- /training/training_loop_ghfeat.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/genforce/ghfeat/HEAD/training/training_loop_ghfeat.py -------------------------------------------------------------------------------- /utils/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/genforce/ghfeat/HEAD/utils/README.md -------------------------------------------------------------------------------- /utils/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /utils/editor.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/genforce/ghfeat/HEAD/utils/editor.py -------------------------------------------------------------------------------- /utils/logger.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/genforce/ghfeat/HEAD/utils/logger.py -------------------------------------------------------------------------------- /utils/visualizer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/genforce/ghfeat/HEAD/utils/visualizer.py --------------------------------------------------------------------------------