├── README.md ├── condition-aligner-inference.py ├── condition-aligner-train.py ├── condition_aligner_src ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-310.pyc │ ├── condition_aligner_dataset.cpython-310.pyc │ ├── condition_aligner_model.cpython-310.pyc │ └── condition_aligner_runner.cpython-310.pyc ├── condition_aligner_dataset.py ├── condition_aligner_model.py └── condition_aligner_runner.py ├── configs ├── README.md ├── celeb-edge.yaml ├── celeb-stroke.yaml ├── example.yaml ├── sd-edge.yaml ├── sd-mask.yaml └── sd-stroke.yaml ├── data-preprocessing ├── README.md ├── bdcn-edge-detection │ ├── LICENSE │ ├── README.md │ ├── ablation.py │ ├── ablation_test.py │ ├── ablation_train.py │ ├── ablation_vgg16_c.py │ ├── bdcn.py │ ├── caffemodel2pytorch │ │ ├── caffe2pytorch.py │ │ ├── test.prototxt │ │ ├── vgg16.prototxt │ │ └── vgg16.py │ ├── cfg.py │ ├── datasets │ │ ├── __init__.py │ │ ├── __init__.py~ │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-38.pyc │ │ │ ├── __init__.cpython-39.pyc │ │ │ ├── dataset.cpython-38.pyc │ │ │ └── dataset.cpython-39.pyc │ │ └── dataset.py │ ├── generate-bdcn-edge.py │ ├── log.py │ ├── run.pbs │ ├── test.lst │ ├── test.py │ ├── train.py │ └── vgg16_c.py ├── generate-canny.py ├── generate-hed.py ├── generate-palette.py ├── generate-stroke.py └── u2net-saliency-detection │ ├── data_loader.py │ ├── figures │ ├── LensOCR.jpg │ ├── U2NETPR.png │ ├── U2Net_Logo.png │ ├── art_transfer.JPG │ ├── clipping_camera.jpg │ ├── gradio_web_demo.jpg │ ├── human_seg.png │ ├── human_seg_results.gif │ ├── human_seg_video.gif │ ├── im_composite.jpg │ ├── portrait_kids.png │ ├── portrait_ladies.png │ ├── portrait_men.png │ ├── profuai.png │ ├── qual.png │ ├── quan_1.png │ ├── quan_2.png │ ├── rm_bg.JPG │ ├── u2netqual.png │ └── xuebin-demo.png │ ├── generate-saliency-mask.py │ ├── gradio │ └── demo.py │ ├── model │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-310.pyc │ │ ├── __init__.cpython-36.pyc │ │ ├── __init__.cpython-37.pyc │ │ ├── __init__.cpython-38.pyc │ │ ├── __init__.cpython-39.pyc │ │ ├── u2net.cpython-310.pyc │ │ ├── u2net.cpython-36.pyc │ │ ├── u2net.cpython-37.pyc │ │ ├── u2net.cpython-38.pyc │ │ └── u2net.cpython-39.pyc │ ├── u2net.py │ └── u2net_refactor.py │ ├── requirements.txt │ ├── setup_model_weights.py │ └── u2net_train.py ├── evaluation-metrics ├── README.md ├── __init__.py ├── __main__.py ├── calculate_fid.py ├── compute-metric-scores.py └── inception.py ├── generate-batch-image.py ├── generate-single-image.py ├── github-materials ├── canny-edge.png ├── color-stroke.png ├── hed-edge.png ├── image-palette.png ├── mask.png ├── teasor.png └── user-sketch.png ├── install.sh ├── ldm ├── __pycache__ │ ├── lr_scheduler.cpython-38.pyc │ ├── util.cpython-310.pyc │ ├── util.cpython-38.pyc │ └── util.cpython-39.pyc ├── data │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-310.pyc │ │ ├── __init__.cpython-38.pyc │ │ ├── __init__.cpython-39.pyc │ │ ├── base.cpython-310.pyc │ │ ├── base.cpython-38.pyc │ │ ├── base.cpython-39.pyc │ │ ├── cocostuff.cpython-38.pyc │ │ ├── faceshq.cpython-310.pyc │ │ ├── faceshq.cpython-38.pyc │ │ ├── imagenet.cpython-310.pyc │ │ ├── imagenet.cpython-38.pyc │ │ ├── inpainting.cpython-310.pyc │ │ ├── inpainting.cpython-38.pyc │ │ ├── inpainting_dataset.cpython-310.pyc │ │ ├── inpainting_dataset.cpython-38.pyc │ │ ├── merge_modality_dataset.cpython-38.pyc │ │ ├── sketch_datasets.cpython-38.pyc │ │ └── text2img_dataset.cpython-38.pyc │ ├── base.py │ ├── cocostuff.py │ ├── faceshq.py │ ├── fscoco.py │ ├── imagenet.py │ ├── inpainting_dataset.py │ ├── lsun.py │ ├── merge_modality_dataset.py │ ├── sketch_datasets.py │ └── text2img_dataset.py ├── lr_scheduler.py ├── models │ ├── __pycache__ │ │ ├── autoencoder.cpython-310.pyc │ │ ├── autoencoder.cpython-38.pyc │ │ └── autoencoder.cpython-39.pyc │ ├── autoencoder.py │ └── diffusion │ │ ├── __init__.py │ │ ├── __pycache__ │ │ ├── __init__.cpython-310.pyc │ │ ├── __init__.cpython-38.pyc │ │ ├── __init__.cpython-39.pyc │ │ ├── ddim.cpython-310.pyc │ │ ├── ddim.cpython-38.pyc │ │ ├── ddim.cpython-39.pyc │ │ ├── ddpm.cpython-310.pyc │ │ ├── ddpm.cpython-38.pyc │ │ ├── ddpm.cpython-39.pyc │ │ ├── plms.cpython-310.pyc │ │ └── plms.cpython-38.pyc │ │ ├── classifier.py │ │ ├── ddim.py │ │ ├── ddpm.py │ │ └── plms.py ├── modules │ ├── __pycache__ │ │ ├── attention.cpython-310.pyc │ │ ├── attention.cpython-38.pyc │ │ ├── attention.cpython-39.pyc │ │ ├── ema.cpython-310.pyc │ │ ├── ema.cpython-38.pyc │ │ ├── ema.cpython-39.pyc │ │ ├── x_transformer.cpython-310.pyc │ │ ├── x_transformer.cpython-38.pyc │ │ └── x_transformer.cpython-39.pyc │ ├── attention.py │ ├── diffusionmodules │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ ├── __init__.cpython-38.pyc │ │ │ ├── __init__.cpython-39.pyc │ │ │ ├── model.cpython-310.pyc │ │ │ ├── model.cpython-38.pyc │ │ │ ├── model.cpython-39.pyc │ │ │ ├── openaimodel.cpython-310.pyc │ │ │ ├── openaimodel.cpython-38.pyc │ │ │ ├── openaimodel.cpython-39.pyc │ │ │ ├── openaimodelv2.cpython-39.pyc │ │ │ ├── util.cpython-310.pyc │ │ │ ├── util.cpython-38.pyc │ │ │ └── util.cpython-39.pyc │ │ ├── model.py │ │ ├── openaimodel.py │ │ ├── openaimodelv2.py │ │ └── util.py │ ├── distributions │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ ├── __init__.cpython-38.pyc │ │ │ ├── __init__.cpython-39.pyc │ │ │ ├── distributions.cpython-310.pyc │ │ │ ├── distributions.cpython-38.pyc │ │ │ └── distributions.cpython-39.pyc │ │ └── distributions.py │ ├── ema.py │ ├── encoders │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ ├── __init__.cpython-38.pyc │ │ │ ├── __init__.cpython-39.pyc │ │ │ ├── injectors.cpython-38.pyc │ │ │ ├── modules.cpython-310.pyc │ │ │ ├── modules.cpython-38.pyc │ │ │ └── modules.cpython-39.pyc │ │ ├── injectors.py │ │ └── modules.py │ ├── image_degradation │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ ├── __init__.cpython-38.pyc │ │ │ ├── bsrgan.cpython-310.pyc │ │ │ ├── bsrgan.cpython-38.pyc │ │ │ ├── bsrgan_light.cpython-310.pyc │ │ │ ├── bsrgan_light.cpython-38.pyc │ │ │ ├── utils_image.cpython-310.pyc │ │ │ └── utils_image.cpython-38.pyc │ │ ├── bsrgan.py │ │ ├── bsrgan_light.py │ │ ├── utils │ │ │ └── test.png │ │ └── utils_image.py │ ├── losses │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ ├── __init__.cpython-38.pyc │ │ │ ├── __init__.cpython-39.pyc │ │ │ ├── contperceptual.cpython-310.pyc │ │ │ ├── contperceptual.cpython-38.pyc │ │ │ └── contperceptual.cpython-39.pyc │ │ ├── contperceptual.py │ │ └── vqperceptual.py │ └── x_transformer.py └── util.py ├── taming ├── __pycache__ │ ├── util.cpython-310.pyc │ ├── util.cpython-38.pyc │ └── util.cpython-39.pyc ├── data │ ├── __pycache__ │ │ ├── base.cpython-310.pyc │ │ ├── base.cpython-38.pyc │ │ ├── helper_types.cpython-310.pyc │ │ ├── helper_types.cpython-38.pyc │ │ ├── imagenet.cpython-310.pyc │ │ ├── imagenet.cpython-38.pyc │ │ ├── utils.cpython-310.pyc │ │ └── utils.cpython-38.pyc │ ├── ade20k.py │ ├── annotated_objects_coco.py │ ├── annotated_objects_dataset.py │ ├── annotated_objects_open_images.py │ ├── base.py │ ├── coco.py │ ├── conditional_builder │ │ ├── objects_bbox.py │ │ ├── objects_center_points.py │ │ └── utils.py │ ├── custom.py │ ├── faceshq.py │ ├── helper_types.py │ ├── image_transforms.py │ ├── imagenet.py │ ├── open_images_helper.py │ ├── sflckr.py │ └── utils.py ├── lr_scheduler.py ├── models │ ├── cond_transformer.py │ ├── dummy_cond_stage.py │ └── vqgan.py ├── modules │ ├── __pycache__ │ │ ├── util.cpython-310.pyc │ │ ├── util.cpython-38.pyc │ │ └── util.cpython-39.pyc │ ├── autoencoder │ │ └── lpips │ │ │ └── vgg.pth │ ├── diffusionmodules │ │ └── model.py │ ├── discriminator │ │ ├── __pycache__ │ │ │ ├── model.cpython-310.pyc │ │ │ ├── model.cpython-38.pyc │ │ │ └── model.cpython-39.pyc │ │ └── model.py │ ├── losses │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ ├── __init__.cpython-38.pyc │ │ │ ├── __init__.cpython-39.pyc │ │ │ ├── lpips.cpython-310.pyc │ │ │ ├── lpips.cpython-38.pyc │ │ │ ├── lpips.cpython-39.pyc │ │ │ ├── vqperceptual.cpython-310.pyc │ │ │ ├── vqperceptual.cpython-38.pyc │ │ │ └── vqperceptual.cpython-39.pyc │ │ ├── lpips.py │ │ ├── segmentation.py │ │ └── vqperceptual.py │ ├── misc │ │ └── coord.py │ ├── transformer │ │ ├── mingpt.py │ │ └── permuter.py │ ├── util.py │ └── vqvae │ │ ├── __pycache__ │ │ ├── quantize.cpython-310.pyc │ │ ├── quantize.cpython-38.pyc │ │ └── quantize.cpython-39.pyc │ │ └── quantize.py └── util.py └── tools ├── README.md ├── extract-coco-captions.py └── generate-data-filelist.py /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AlonzoLeeeooo/LCDG/HEAD/README.md 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