├── LICENSE ├── README.md ├── annotator ├── canny │ └── __init__.py ├── cielab │ ├── __init__.py │ └── rayleigh │ │ ├── __init__.py │ │ ├── palette.py │ │ └── util.py ├── content │ └── __init__.py ├── entityseg │ ├── __init__.py │ ├── configs │ │ ├── Base-Mask2Former.yaml │ │ └── cropformer_hornet_3x.yaml │ ├── mask2former │ │ ├── __init__.py │ │ ├── config.py │ │ ├── cropformer_model.py │ │ ├── data │ │ │ ├── __init__.py │ │ │ └── dataset_mappers │ │ │ │ ├── __init__.py │ │ │ │ └── crop_augmentations.py │ │ ├── maskformer_model.py │ │ ├── modeling │ │ │ ├── __init__.py │ │ │ ├── backbone │ │ │ │ ├── __init__.py │ │ │ │ ├── hornet.py │ │ │ │ └── swin.py │ │ │ ├── criterion.py │ │ │ ├── criterion_view.py │ │ │ ├── matcher.py │ │ │ ├── matcher_view.py │ │ │ ├── meta_arch │ │ │ │ ├── __init__.py │ │ │ │ ├── mask_former_head.py │ │ │ │ └── per_pixel_baseline.py │ │ │ ├── pixel_decoder │ │ │ │ ├── __init__.py │ │ │ │ ├── fpn.py │ │ │ │ ├── msdeformattn.py │ │ │ │ └── ops │ │ │ │ │ ├── functions │ │ │ │ │ ├── __init__.py │ │ │ │ │ └── ms_deform_attn_func.py │ │ │ │ │ ├── make.sh │ │ │ │ │ ├── modules │ │ │ │ │ ├── __init__.py │ │ │ │ │ └── ms_deform_attn.py │ │ │ │ │ ├── setup.py │ │ │ │ │ ├── src │ │ │ │ │ ├── cpu │ │ │ │ │ │ ├── ms_deform_attn_cpu.cpp │ │ │ │ │ │ └── ms_deform_attn_cpu.h │ │ │ │ │ ├── cuda │ │ │ │ │ │ ├── ms_deform_attn_cuda.cu │ │ │ │ │ │ ├── ms_deform_attn_cuda.h │ │ │ │ │ │ └── ms_deform_im2col_cuda.cuh │ │ │ │ │ ├── ms_deform_attn.h │ │ │ │ │ └── vision.cpp │ │ │ │ │ └── test.py │ │ │ └── transformer_decoder │ │ │ │ ├── __init__.py │ │ │ │ ├── cropformer_transformer_decoder.py │ │ │ │ ├── mask2former_transformer_decoder.py │ │ │ │ ├── maskformer_transformer_decoder.py │ │ │ │ ├── position_encoding.py │ │ │ │ └── transformer.py │ │ ├── test_time_augmentation.py │ │ └── utils │ │ │ ├── __init__.py │ │ │ └── misc.py │ └── predictor.py ├── hed │ └── __init__.py ├── midas │ ├── __init__.py │ ├── api.py │ ├── midas │ │ ├── __init__.py │ │ ├── base_model.py │ │ ├── blocks.py │ │ ├── dpt_depth.py │ │ ├── midas_net.py │ │ ├── midas_net_custom.py │ │ ├── transforms.py │ │ └── vit.py │ └── utils.py ├── openpose │ ├── __init__.py │ ├── body.py │ ├── hand.py │ ├── model.py │ └── util.py └── util.py ├── assets ├── demo_00.jpg ├── framework.jpg ├── results.png └── teaser.png ├── configs ├── anycontrol.yaml └── anycontrol_local.yaml ├── data └── PowerPaint │ ├── pipeline │ ├── pipeline_PowerPaint.py │ └── pipeline_PowerPaint_ControlNet.py │ └── utils │ └── utils.py ├── docs └── DATASET.md ├── ldm ├── models │ ├── autoencoder.py │ └── diffusion │ │ ├── __init__.py │ │ ├── ddim.py │ │ ├── ddpm.py │ │ ├── dpm_solver │ │ ├── __init__.py │ │ ├── dpm_solver.py │ │ └── sampler.py │ │ ├── plms.py │ │ └── sampling_util.py ├── modules │ ├── attention.py │ ├── diffusionmodules │ │ ├── __init__.py │ │ ├── model.py │ │ ├── openaimodel.py │ │ ├── upscaling.py │ │ └── util.py │ ├── distributions │ │ ├── __init__.py │ │ └── distributions.py │ ├── ema.py │ ├── encoders │ │ ├── __init__.py │ │ └── modules.py │ └── image_degradation │ │ ├── __init__.py │ │ ├── bsrgan.py │ │ ├── bsrgan_light.py │ │ ├── utils │ │ └── test.png │ │ └── utils_image.py └── util.py ├── models ├── anycontrol.py ├── ddim_hacked.py ├── global_adapter.py ├── hack.py ├── local_adapter.py ├── logger.py ├── q_formers │ ├── Qformer.py │ ├── __init__.py │ ├── blip2.py │ ├── blip2_qformer.py │ ├── clip_vit.py │ ├── eva_vit.py │ └── position_encoding.py └── util.py ├── requirements.txt ├── scripts ├── download_coco.sh ├── download_mutligen.sh ├── download_openimages.sh ├── prepare_conditions.py ├── prepare_jsonl.py ├── prepare_openimages_captions.py ├── prepare_unaligned_coco.py ├── prepare_unaligned_openimages.py └── prepare_weights.py ├── src ├── inference │ └── gradio_demo.py └── train │ ├── __init__.py │ ├── dataset.py │ ├── train.py │ └── util.py └── utils ├── config.py └── share.py /LICENSE: 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