├── LICENSE ├── README.md ├── data ├── LL_dataset.py ├── LL_dataset_Invention.py ├── __init__.py ├── data_sampler.py └── util.py ├── environment.yml ├── models ├── __init__.py ├── archs │ ├── CWNet.py │ ├── SS2D_arch.py │ ├── __init__.py │ ├── arch_util.py │ ├── clip │ │ ├── CLIP_model │ │ │ ├── __init__.py │ │ │ ├── bpe_simple_vocab_16e6.txt.gz │ │ │ ├── clip.py │ │ │ ├── model.py │ │ │ └── simple_tokenizer.py │ │ ├── __init__.py │ │ └── open_clip │ │ │ ├── __init__.py │ │ │ ├── bpe_simple_vocab_16e6.txt.gz │ │ │ ├── coca_model.py │ │ │ ├── constants.py │ │ │ ├── daclip_model.py │ │ │ ├── factory.py │ │ │ ├── generation_utils.py │ │ │ ├── hf_configs.py │ │ │ ├── hf_model.py │ │ │ ├── loss.py │ │ │ ├── model.py │ │ │ ├── model_configs │ │ │ ├── EVA01-g-14-plus.json │ │ │ ├── EVA01-g-14.json │ │ │ ├── EVA02-B-16.json │ │ │ ├── EVA02-E-14-plus.json │ │ │ ├── EVA02-E-14.json │ │ │ ├── EVA02-L-14-336.json │ │ │ ├── EVA02-L-14.json │ │ │ ├── RN101-quickgelu.json │ │ │ ├── RN101.json │ │ │ ├── RN50-quickgelu.json │ │ │ ├── RN50.json │ │ │ ├── RN50x16.json │ │ │ ├── RN50x4.json │ │ │ ├── RN50x64.json │ │ │ ├── ViT-B-16-plus-240.json │ │ │ ├── ViT-B-16-plus.json │ │ │ ├── ViT-B-16.json │ │ │ ├── ViT-B-32-plus-256.json │ │ │ ├── ViT-B-32-quickgelu.json │ │ │ ├── ViT-B-32.json │ │ │ ├── ViT-H-14.json │ │ │ ├── ViT-H-16.json │ │ │ ├── ViT-L-14-280.json │ │ │ ├── ViT-L-14-336.json │ │ │ ├── ViT-L-14.json │ │ │ ├── ViT-L-16-320.json │ │ │ ├── ViT-L-16.json │ │ │ ├── ViT-M-16-alt.json │ │ │ ├── ViT-M-16.json │ │ │ ├── ViT-M-32-alt.json │ │ │ ├── ViT-M-32.json │ │ │ ├── ViT-S-16-alt.json │ │ │ ├── ViT-S-16.json │ │ │ ├── ViT-S-32-alt.json │ │ │ ├── ViT-S-32.json │ │ │ ├── ViT-bigG-14.json │ │ │ ├── ViT-e-14.json │ │ │ ├── ViT-g-14.json │ │ │ ├── coca_ViT-B-32.json │ │ │ ├── coca_ViT-L-14.json │ │ │ ├── coca_base.json │ │ │ ├── coca_roberta-ViT-B-32.json │ │ │ ├── convnext_base.json │ │ │ ├── convnext_base_w.json │ │ │ ├── convnext_base_w_320.json │ │ │ ├── convnext_large.json │ │ │ ├── convnext_large_d.json │ │ │ ├── convnext_large_d_320.json │ │ │ ├── convnext_small.json │ │ │ ├── convnext_tiny.json │ │ │ ├── convnext_xlarge.json │ │ │ ├── convnext_xxlarge.json │ │ │ ├── convnext_xxlarge_320.json │ │ │ ├── daclip_ViT-B-32.json │ │ │ ├── daclip_ViT-L-14.json │ │ │ ├── mt5-base-ViT-B-32.json │ │ │ ├── mt5-xl-ViT-H-14.json │ │ │ ├── roberta-ViT-B-32.json │ │ │ ├── swin_base_patch4_window7_224.json │ │ │ ├── vit_medium_patch16_gap_256.json │ │ │ ├── vit_relpos_medium_patch16_cls_224.json │ │ │ ├── xlm-roberta-base-ViT-B-32.json │ │ │ └── xlm-roberta-large-ViT-H-14.json │ │ │ ├── modified_resnet.py │ │ │ ├── openai.py │ │ │ ├── pretrained.py │ │ │ ├── push_to_hf_hub.py │ │ │ ├── timm_model.py │ │ │ ├── tokenizer.py │ │ │ ├── transform.py │ │ │ ├── transformer.py │ │ │ ├── utils.py │ │ │ ├── version.py │ │ │ ├── zero_shot_classifier.py │ │ │ └── zero_shot_metadata.py │ ├── ffc.py │ ├── layers.py │ ├── segment │ │ ├── hrseg_lib │ │ │ ├── config │ │ │ │ ├── __init__.py │ │ │ │ ├── default.py │ │ │ │ ├── hrnet_config.py │ │ │ │ └── models.py │ │ │ ├── core │ │ │ │ ├── criterion.py │ │ │ │ └── function.py │ │ │ ├── datasets │ │ │ │ ├── __init__.py │ │ │ │ ├── base_dataset.py │ │ │ │ └── pascal_ctx.py │ │ │ ├── models │ │ │ │ ├── __init__.py │ │ │ │ ├── bn_helper.py │ │ │ │ ├── hrnet.py │ │ │ │ ├── seg_hrnet.py │ │ │ │ ├── seg_hrnet_ocr.py │ │ │ │ └── sync_bn │ │ │ │ │ ├── LICENSE │ │ │ │ │ ├── __init__.py │ │ │ │ │ └── inplace_abn │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── bn.py │ │ │ │ │ ├── functions.py │ │ │ │ │ └── src │ │ │ │ │ ├── common.h │ │ │ │ │ ├── inplace_abn.cpp │ │ │ │ │ ├── inplace_abn.h │ │ │ │ │ ├── inplace_abn_cpu.cpp │ │ │ │ │ └── inplace_abn_cuda.cu │ │ │ ├── pascal_ctx │ │ │ │ ├── seg_hrnet_w48_cls59_480x480_sgd_lr4e-3_wd1e-4_bs_16_epoch200.yaml │ │ │ │ └── seg_hrnet_w48_cls60_480x480_sgd_lr4e-3_wd1e-4_bs_16_epoch200.yaml │ │ │ └── utils │ │ │ │ ├── distributed.py │ │ │ │ ├── modelsummary.py │ │ │ │ └── utils.py │ │ ├── hrseg_model.py │ │ └── seg_hrnet_w48_cls59_480x480_sgd_lr4e-3_wd1e-4_bs_16_epoch200.yaml │ └── wtconv │ │ ├── Param_test.py │ │ ├── __init__.py │ │ ├── util │ │ ├── __init__.py │ │ └── wavelet.py │ │ └── wtconv2d.py ├── base_model.py ├── enhancement_model.py ├── loss.py ├── lr_scheduler.py └── networks.py ├── options ├── __init__.py ├── options.py ├── test │ ├── LOL-v1.yml │ ├── LOL-v2-Real-Based_v1.yml │ ├── LOL-v2-Real.yml │ ├── LOL-v2-Syn.yml │ └── LSRW-Huawei.yml └── train │ ├── LOL-Syn.yml │ ├── LOL-v1.yml │ ├── LOL-v2-Real.yml │ └── LSRW-Huawei.yml ├── test.py ├── train.py └── utils ├── __init__.py └── util.py /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/bywlzts/CWNet-Causal-Wavelet-Network/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 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