├── README.md ├── config.py ├── dataset_tool.py ├── dnnlib ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-36.pyc │ ├── __init__.cpython-37.pyc │ ├── util.cpython-36.pyc │ └── util.cpython-37.pyc ├── submission │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-36.pyc │ │ ├── __init__.cpython-37.pyc │ │ ├── run_context.cpython-36.pyc │ │ ├── run_context.cpython-37.pyc │ │ ├── submit.cpython-36.pyc │ │ └── submit.cpython-37.pyc │ ├── _internal │ │ └── run.py │ ├── run_context.py │ └── submit.py ├── tflib │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-36.pyc │ │ ├── __init__.cpython-37.pyc │ │ ├── autosummary.cpython-36.pyc │ │ ├── autosummary.cpython-37.pyc │ │ ├── network.cpython-36.pyc │ │ ├── network.cpython-37.pyc │ │ ├── optimizer.cpython-36.pyc │ │ ├── optimizer.cpython-37.pyc │ │ ├── tfutil.cpython-36.pyc │ │ └── tfutil.cpython-37.pyc │ ├── autosummary.py │ ├── network.py │ ├── optimizer.py │ └── tfutil.py └── util.py ├── example_fakes_alllocal.png ├── example_fakes_global.png ├── example_fakes_hair.png ├── example_fakes_mouth.png ├── example_fakes_shared.png ├── generate_figures.py ├── metrics ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-36.pyc │ ├── __init__.cpython-37.pyc │ ├── frechet_inception_distance.cpython-36.pyc │ ├── frechet_inception_distance.cpython-37.pyc │ ├── linear_separability.cpython-36.pyc │ ├── metric_base.cpython-36.pyc │ ├── metric_base.cpython-37.pyc │ └── perceptual_path_length.cpython-36.pyc ├── frechet_inception_distance.py ├── linear_separability.py ├── metric_base.py └── perceptual_path_length.py ├── networks_structurednoiseinjection.py ├── pretrained_SNI.py ├── pretrained_example.py ├── run_metrics.py ├── train.py └── training ├── __init__.py ├── __pycache__ ├── __init__.cpython-36.pyc ├── __init__.cpython-37.pyc ├── dataset.cpython-36.pyc ├── dataset.cpython-37.pyc ├── loss.cpython-36.pyc ├── loss.cpython-37.pyc ├── misc.cpython-36.pyc ├── misc.cpython-37.pyc ├── networks_structurednoiseinjection.cpython-36.pyc ├── networks_structurednoiseinjection.cpython-37.pyc ├── networks_structurenoiseinjection.cpython-36.pyc ├── networks_stylegan.cpython-36.pyc ├── networks_stylegan.cpython-37.pyc ├── training_loop.cpython-36.pyc └── training_loop.cpython-37.pyc ├── dataset.py ├── loss.py ├── misc.py ├── networks_progan.py ├── networks_structurednoiseinjection.py ├── networks_stylegan.py └── training_loop.py /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yalharbi/StructuredNoiseInjection/HEAD/README.md -------------------------------------------------------------------------------- /config.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yalharbi/StructuredNoiseInjection/HEAD/config.py -------------------------------------------------------------------------------- /dataset_tool.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yalharbi/StructuredNoiseInjection/HEAD/dataset_tool.py -------------------------------------------------------------------------------- /dnnlib/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yalharbi/StructuredNoiseInjection/HEAD/dnnlib/__init__.py -------------------------------------------------------------------------------- /dnnlib/__pycache__/__init__.cpython-36.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yalharbi/StructuredNoiseInjection/HEAD/dnnlib/__pycache__/__init__.cpython-36.pyc -------------------------------------------------------------------------------- /dnnlib/__pycache__/__init__.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yalharbi/StructuredNoiseInjection/HEAD/dnnlib/__pycache__/__init__.cpython-37.pyc -------------------------------------------------------------------------------- /dnnlib/__pycache__/util.cpython-36.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yalharbi/StructuredNoiseInjection/HEAD/dnnlib/__pycache__/util.cpython-36.pyc -------------------------------------------------------------------------------- /dnnlib/__pycache__/util.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yalharbi/StructuredNoiseInjection/HEAD/dnnlib/__pycache__/util.cpython-37.pyc -------------------------------------------------------------------------------- /dnnlib/submission/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yalharbi/StructuredNoiseInjection/HEAD/dnnlib/submission/__init__.py -------------------------------------------------------------------------------- /dnnlib/submission/__pycache__/__init__.cpython-36.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yalharbi/StructuredNoiseInjection/HEAD/dnnlib/submission/__pycache__/__init__.cpython-36.pyc -------------------------------------------------------------------------------- /dnnlib/submission/__pycache__/__init__.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yalharbi/StructuredNoiseInjection/HEAD/dnnlib/submission/__pycache__/__init__.cpython-37.pyc -------------------------------------------------------------------------------- /dnnlib/submission/__pycache__/run_context.cpython-36.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yalharbi/StructuredNoiseInjection/HEAD/dnnlib/submission/__pycache__/run_context.cpython-36.pyc -------------------------------------------------------------------------------- /dnnlib/submission/__pycache__/run_context.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yalharbi/StructuredNoiseInjection/HEAD/dnnlib/submission/__pycache__/run_context.cpython-37.pyc -------------------------------------------------------------------------------- /dnnlib/submission/__pycache__/submit.cpython-36.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yalharbi/StructuredNoiseInjection/HEAD/dnnlib/submission/__pycache__/submit.cpython-36.pyc -------------------------------------------------------------------------------- /dnnlib/submission/__pycache__/submit.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yalharbi/StructuredNoiseInjection/HEAD/dnnlib/submission/__pycache__/submit.cpython-37.pyc -------------------------------------------------------------------------------- /dnnlib/submission/_internal/run.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yalharbi/StructuredNoiseInjection/HEAD/dnnlib/submission/_internal/run.py -------------------------------------------------------------------------------- /dnnlib/submission/run_context.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yalharbi/StructuredNoiseInjection/HEAD/dnnlib/submission/run_context.py -------------------------------------------------------------------------------- /dnnlib/submission/submit.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yalharbi/StructuredNoiseInjection/HEAD/dnnlib/submission/submit.py -------------------------------------------------------------------------------- /dnnlib/tflib/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yalharbi/StructuredNoiseInjection/HEAD/dnnlib/tflib/__init__.py -------------------------------------------------------------------------------- /dnnlib/tflib/__pycache__/__init__.cpython-36.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yalharbi/StructuredNoiseInjection/HEAD/dnnlib/tflib/__pycache__/__init__.cpython-36.pyc -------------------------------------------------------------------------------- /dnnlib/tflib/__pycache__/__init__.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yalharbi/StructuredNoiseInjection/HEAD/dnnlib/tflib/__pycache__/__init__.cpython-37.pyc -------------------------------------------------------------------------------- /dnnlib/tflib/__pycache__/autosummary.cpython-36.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yalharbi/StructuredNoiseInjection/HEAD/dnnlib/tflib/__pycache__/autosummary.cpython-36.pyc -------------------------------------------------------------------------------- /dnnlib/tflib/__pycache__/autosummary.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yalharbi/StructuredNoiseInjection/HEAD/dnnlib/tflib/__pycache__/autosummary.cpython-37.pyc -------------------------------------------------------------------------------- /dnnlib/tflib/__pycache__/network.cpython-36.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yalharbi/StructuredNoiseInjection/HEAD/dnnlib/tflib/__pycache__/network.cpython-36.pyc -------------------------------------------------------------------------------- /dnnlib/tflib/__pycache__/network.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yalharbi/StructuredNoiseInjection/HEAD/dnnlib/tflib/__pycache__/network.cpython-37.pyc -------------------------------------------------------------------------------- /dnnlib/tflib/__pycache__/optimizer.cpython-36.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yalharbi/StructuredNoiseInjection/HEAD/dnnlib/tflib/__pycache__/optimizer.cpython-36.pyc -------------------------------------------------------------------------------- /dnnlib/tflib/__pycache__/optimizer.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yalharbi/StructuredNoiseInjection/HEAD/dnnlib/tflib/__pycache__/optimizer.cpython-37.pyc -------------------------------------------------------------------------------- /dnnlib/tflib/__pycache__/tfutil.cpython-36.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yalharbi/StructuredNoiseInjection/HEAD/dnnlib/tflib/__pycache__/tfutil.cpython-36.pyc -------------------------------------------------------------------------------- /dnnlib/tflib/__pycache__/tfutil.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yalharbi/StructuredNoiseInjection/HEAD/dnnlib/tflib/__pycache__/tfutil.cpython-37.pyc -------------------------------------------------------------------------------- /dnnlib/tflib/autosummary.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yalharbi/StructuredNoiseInjection/HEAD/dnnlib/tflib/autosummary.py -------------------------------------------------------------------------------- /dnnlib/tflib/network.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yalharbi/StructuredNoiseInjection/HEAD/dnnlib/tflib/network.py -------------------------------------------------------------------------------- /dnnlib/tflib/optimizer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yalharbi/StructuredNoiseInjection/HEAD/dnnlib/tflib/optimizer.py -------------------------------------------------------------------------------- /dnnlib/tflib/tfutil.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yalharbi/StructuredNoiseInjection/HEAD/dnnlib/tflib/tfutil.py -------------------------------------------------------------------------------- /dnnlib/util.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yalharbi/StructuredNoiseInjection/HEAD/dnnlib/util.py -------------------------------------------------------------------------------- /example_fakes_alllocal.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yalharbi/StructuredNoiseInjection/HEAD/example_fakes_alllocal.png -------------------------------------------------------------------------------- /example_fakes_global.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yalharbi/StructuredNoiseInjection/HEAD/example_fakes_global.png -------------------------------------------------------------------------------- /example_fakes_hair.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yalharbi/StructuredNoiseInjection/HEAD/example_fakes_hair.png -------------------------------------------------------------------------------- /example_fakes_mouth.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yalharbi/StructuredNoiseInjection/HEAD/example_fakes_mouth.png -------------------------------------------------------------------------------- /example_fakes_shared.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yalharbi/StructuredNoiseInjection/HEAD/example_fakes_shared.png -------------------------------------------------------------------------------- /generate_figures.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yalharbi/StructuredNoiseInjection/HEAD/generate_figures.py -------------------------------------------------------------------------------- /metrics/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yalharbi/StructuredNoiseInjection/HEAD/metrics/__init__.py -------------------------------------------------------------------------------- /metrics/__pycache__/__init__.cpython-36.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yalharbi/StructuredNoiseInjection/HEAD/metrics/__pycache__/__init__.cpython-36.pyc -------------------------------------------------------------------------------- /metrics/__pycache__/__init__.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yalharbi/StructuredNoiseInjection/HEAD/metrics/__pycache__/__init__.cpython-37.pyc -------------------------------------------------------------------------------- /metrics/__pycache__/frechet_inception_distance.cpython-36.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yalharbi/StructuredNoiseInjection/HEAD/metrics/__pycache__/frechet_inception_distance.cpython-36.pyc -------------------------------------------------------------------------------- /metrics/__pycache__/frechet_inception_distance.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yalharbi/StructuredNoiseInjection/HEAD/metrics/__pycache__/frechet_inception_distance.cpython-37.pyc -------------------------------------------------------------------------------- /metrics/__pycache__/linear_separability.cpython-36.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yalharbi/StructuredNoiseInjection/HEAD/metrics/__pycache__/linear_separability.cpython-36.pyc -------------------------------------------------------------------------------- /metrics/__pycache__/metric_base.cpython-36.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yalharbi/StructuredNoiseInjection/HEAD/metrics/__pycache__/metric_base.cpython-36.pyc -------------------------------------------------------------------------------- /metrics/__pycache__/metric_base.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yalharbi/StructuredNoiseInjection/HEAD/metrics/__pycache__/metric_base.cpython-37.pyc -------------------------------------------------------------------------------- /metrics/__pycache__/perceptual_path_length.cpython-36.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yalharbi/StructuredNoiseInjection/HEAD/metrics/__pycache__/perceptual_path_length.cpython-36.pyc -------------------------------------------------------------------------------- /metrics/frechet_inception_distance.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yalharbi/StructuredNoiseInjection/HEAD/metrics/frechet_inception_distance.py -------------------------------------------------------------------------------- /metrics/linear_separability.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yalharbi/StructuredNoiseInjection/HEAD/metrics/linear_separability.py -------------------------------------------------------------------------------- /metrics/metric_base.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yalharbi/StructuredNoiseInjection/HEAD/metrics/metric_base.py -------------------------------------------------------------------------------- /metrics/perceptual_path_length.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yalharbi/StructuredNoiseInjection/HEAD/metrics/perceptual_path_length.py -------------------------------------------------------------------------------- /networks_structurednoiseinjection.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yalharbi/StructuredNoiseInjection/HEAD/networks_structurednoiseinjection.py -------------------------------------------------------------------------------- /pretrained_SNI.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yalharbi/StructuredNoiseInjection/HEAD/pretrained_SNI.py -------------------------------------------------------------------------------- /pretrained_example.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yalharbi/StructuredNoiseInjection/HEAD/pretrained_example.py -------------------------------------------------------------------------------- /run_metrics.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yalharbi/StructuredNoiseInjection/HEAD/run_metrics.py -------------------------------------------------------------------------------- /train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yalharbi/StructuredNoiseInjection/HEAD/train.py -------------------------------------------------------------------------------- /training/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yalharbi/StructuredNoiseInjection/HEAD/training/__init__.py -------------------------------------------------------------------------------- /training/__pycache__/__init__.cpython-36.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yalharbi/StructuredNoiseInjection/HEAD/training/__pycache__/__init__.cpython-36.pyc -------------------------------------------------------------------------------- /training/__pycache__/__init__.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yalharbi/StructuredNoiseInjection/HEAD/training/__pycache__/__init__.cpython-37.pyc -------------------------------------------------------------------------------- /training/__pycache__/dataset.cpython-36.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yalharbi/StructuredNoiseInjection/HEAD/training/__pycache__/dataset.cpython-36.pyc -------------------------------------------------------------------------------- /training/__pycache__/dataset.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yalharbi/StructuredNoiseInjection/HEAD/training/__pycache__/dataset.cpython-37.pyc -------------------------------------------------------------------------------- /training/__pycache__/loss.cpython-36.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yalharbi/StructuredNoiseInjection/HEAD/training/__pycache__/loss.cpython-36.pyc -------------------------------------------------------------------------------- /training/__pycache__/loss.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yalharbi/StructuredNoiseInjection/HEAD/training/__pycache__/loss.cpython-37.pyc -------------------------------------------------------------------------------- /training/__pycache__/misc.cpython-36.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yalharbi/StructuredNoiseInjection/HEAD/training/__pycache__/misc.cpython-36.pyc -------------------------------------------------------------------------------- /training/__pycache__/misc.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yalharbi/StructuredNoiseInjection/HEAD/training/__pycache__/misc.cpython-37.pyc -------------------------------------------------------------------------------- /training/__pycache__/networks_structurednoiseinjection.cpython-36.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yalharbi/StructuredNoiseInjection/HEAD/training/__pycache__/networks_structurednoiseinjection.cpython-36.pyc -------------------------------------------------------------------------------- /training/__pycache__/networks_structurednoiseinjection.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yalharbi/StructuredNoiseInjection/HEAD/training/__pycache__/networks_structurednoiseinjection.cpython-37.pyc -------------------------------------------------------------------------------- /training/__pycache__/networks_structurenoiseinjection.cpython-36.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yalharbi/StructuredNoiseInjection/HEAD/training/__pycache__/networks_structurenoiseinjection.cpython-36.pyc -------------------------------------------------------------------------------- /training/__pycache__/networks_stylegan.cpython-36.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yalharbi/StructuredNoiseInjection/HEAD/training/__pycache__/networks_stylegan.cpython-36.pyc -------------------------------------------------------------------------------- /training/__pycache__/networks_stylegan.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yalharbi/StructuredNoiseInjection/HEAD/training/__pycache__/networks_stylegan.cpython-37.pyc -------------------------------------------------------------------------------- /training/__pycache__/training_loop.cpython-36.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yalharbi/StructuredNoiseInjection/HEAD/training/__pycache__/training_loop.cpython-36.pyc -------------------------------------------------------------------------------- /training/__pycache__/training_loop.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yalharbi/StructuredNoiseInjection/HEAD/training/__pycache__/training_loop.cpython-37.pyc -------------------------------------------------------------------------------- /training/dataset.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yalharbi/StructuredNoiseInjection/HEAD/training/dataset.py -------------------------------------------------------------------------------- /training/loss.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yalharbi/StructuredNoiseInjection/HEAD/training/loss.py -------------------------------------------------------------------------------- /training/misc.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yalharbi/StructuredNoiseInjection/HEAD/training/misc.py -------------------------------------------------------------------------------- /training/networks_progan.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yalharbi/StructuredNoiseInjection/HEAD/training/networks_progan.py -------------------------------------------------------------------------------- /training/networks_structurednoiseinjection.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yalharbi/StructuredNoiseInjection/HEAD/training/networks_structurednoiseinjection.py -------------------------------------------------------------------------------- /training/networks_stylegan.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yalharbi/StructuredNoiseInjection/HEAD/training/networks_stylegan.py -------------------------------------------------------------------------------- /training/training_loop.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yalharbi/StructuredNoiseInjection/HEAD/training/training_loop.py --------------------------------------------------------------------------------