├── README.md ├── images └── framwork.png ├── mmocr ├── .circleci │ ├── config.yml │ ├── docker │ │ └── Dockerfile │ └── test.yml ├── .codespellrc ├── .coveragerc ├── .dev_scripts │ ├── benchmark_full_models.txt │ ├── benchmark_options.py │ ├── benchmark_train_models.txt │ ├── covignore.cfg │ └── diff_coverage_test.sh ├── .gitignore ├── .owners.yml ├── .pre-commit-config.yaml ├── .pylintrc ├── .readthedocs.yml ├── CITATION.cff ├── LICENSE ├── MANIFEST.in ├── README.md ├── configs │ ├── backbone │ │ └── oclip │ │ │ ├── README.md │ │ │ └── metafile.yml │ ├── kie │ │ ├── _base_ │ │ │ ├── datasets │ │ │ │ ├── wildreceipt-openset.py │ │ │ │ └── wildreceipt.py │ │ │ ├── default_runtime.py │ │ │ └── schedules │ │ │ │ └── schedule_adam_60e.py │ │ └── sdmgr │ │ │ ├── README.md │ │ │ ├── _base_sdmgr_novisual.py │ │ │ ├── _base_sdmgr_unet16.py │ │ │ ├── metafile.yml │ │ │ ├── sdmgr_novisual_60e_wildreceipt-openset.py │ │ │ ├── sdmgr_novisual_60e_wildreceipt.py │ │ │ └── sdmgr_unet16_60e_wildreceipt.py │ ├── textdet │ │ ├── _base_ │ │ │ ├── datasets │ │ │ │ ├── ctw1500.py │ │ │ │ ├── icdar2013.py │ │ │ │ ├── icdar2015.py │ │ │ │ ├── icdar2017.py │ │ │ │ ├── synthtext.py │ │ │ │ ├── totaltext.py │ │ │ │ └── toy_data.py │ │ │ ├── default_runtime.py │ │ │ ├── pretrain_runtime.py │ │ │ └── schedules │ │ │ │ ├── schedule_adam_600e.py │ │ │ │ ├── schedule_sgd_100k.py │ │ │ │ ├── schedule_sgd_1200e.py │ │ │ │ └── schedule_sgd_base.py │ │ ├── dbnet │ │ │ ├── README.md │ │ │ ├── _base_dbnet_resnet18_fpnc.py │ │ │ ├── _base_dbnet_resnet50-dcnv2_fpnc.py │ │ │ ├── dbnet_resnet18_fpnc_100k_synthtext.py │ │ │ ├── dbnet_resnet18_fpnc_1200e_icdar2015.py │ │ │ ├── dbnet_resnet18_fpnc_1200e_totaltext.py │ │ │ ├── dbnet_resnet50-dcnv2_fpnc_100k_synthtext.py │ │ │ ├── dbnet_resnet50-dcnv2_fpnc_1200e_icdar2015.py │ │ │ ├── dbnet_resnet50-oclip_1200e_icdar2015.py │ │ │ ├── dbnet_resnet50_1200e_icdar2015.py │ │ │ ├── dbnet_resnet50_120e_synth_train_ic15_test.py │ │ │ ├── metafile.yml │ │ │ ├── synth_data_train_100k_ic15_test.py │ │ │ ├── synth_finetune_from_pretrain_ctw1500.py │ │ │ └── synth_finetune_from_pretrain_ic15_test.py │ │ ├── dbnetpp │ │ │ ├── README.md │ │ │ ├── _base_dbnetpp_resnet50-dcnv2_fpnc.py │ │ │ ├── dbnetpp_resnet50-dcnv2_fpnc_100k_synthtext.py │ │ │ ├── dbnetpp_resnet50-dcnv2_fpnc_1200e_icdar2015.py │ │ │ ├── dbnetpp_resnet50-oclip_fpnc_1200e_icdar2015.py │ │ │ ├── dbnetpp_resnet50_fpnc_1200e_icdar2015.py │ │ │ └── metafile.yml │ │ ├── drrg │ │ │ ├── README.md │ │ │ ├── _base_drrg_resnet50_fpn-unet.py │ │ │ ├── drrg_resnet50-oclip_fpn-unet_1200e_ctw1500.py │ │ │ ├── drrg_resnet50_fpn-unet_1200e_ctw1500.py │ │ │ └── metafile.yml │ │ ├── fcenet │ │ │ ├── README.md │ │ │ ├── _base_fcenet_resnet50-dcnv2_fpn.py │ │ │ ├── _base_fcenet_resnet50_fpn.py │ │ │ ├── fcenet_resnet50-dcnv2_fpn_1500e_ctw1500.py │ │ │ ├── fcenet_resnet50-oclip_fpn_1500e_ctw1500.py │ │ │ ├── fcenet_resnet50-oclip_fpn_1500e_icdar2015.py │ │ │ ├── fcenet_resnet50_fpn_1500e_icdar2015.py │ │ │ ├── fcenet_resnet50_fpn_1500e_totaltext.py │ │ │ ├── finetune.py │ │ │ ├── metafile.yml │ │ │ └── synth_data_train_real_data_test.py │ │ ├── maskrcnn │ │ │ ├── README.md │ │ │ ├── _base_mask-rcnn_resnet50_fpn.py │ │ │ ├── mask-rcnn_resnet50-oclip_fpn_160e_ctw1500.py │ │ │ ├── mask-rcnn_resnet50-oclip_fpn_160e_icdar2015.py │ │ │ ├── mask-rcnn_resnet50_fpn_160e_ctw1500.py │ │ │ ├── mask-rcnn_resnet50_fpn_160e_icdar2015.py │ │ │ ├── mask-rcnn_resnet50_fpn_160e_icdar2017.py │ │ │ └── metafile.yml │ │ ├── panet │ │ │ ├── README.md │ │ │ ├── _base_panet_resnet18_fpem-ffm.py │ │ │ ├── _base_panet_resnet50_fpem-ffm.py │ │ │ ├── metafile.yml │ │ │ ├── panet_resnet18_fpem-ffm_600e_ctw1500.py │ │ │ ├── panet_resnet18_fpem-ffm_600e_icdar2015.py │ │ │ ├── panet_resnet50_fpem-ffm_600e_icdar2017.py │ │ │ └── synth_data_train_real_data_test.py │ │ ├── psenet │ │ │ ├── README.md │ │ │ ├── _base_psenet_resnet50_fpnf.py │ │ │ ├── metafile.yml │ │ │ ├── psenet_resnet50-oclip_fpnf_600e_ctw1500.py │ │ │ ├── psenet_resnet50-oclip_fpnf_600e_icdar2015.py │ │ │ ├── psenet_resnet50_fpnf_600e_ctw1500.py │ │ │ ├── psenet_resnet50_fpnf_600e_icdar2015.py │ │ │ ├── psenet_resnet50_fpnf_600e_icdar2017.py │ │ │ └── psenet_resnet50_synth_train_ic15_test.py │ │ └── textsnake │ │ │ ├── README.md │ │ │ ├── _base_textsnake_resnet50_fpn-unet.py │ │ │ ├── metafile.yml │ │ │ ├── textsnake_resnet50-oclip_fpn-unet_1200e_ctw1500.py │ │ │ └── textsnake_resnet50_fpn-unet_1200e_ctw1500.py │ └── textrecog │ │ ├── _base_ │ │ ├── datasets │ │ │ ├── coco_text_v1.py │ │ │ ├── cute80.py │ │ │ ├── icdar2011.py │ │ │ ├── icdar2013.py │ │ │ ├── icdar2015.py │ │ │ ├── iiit5k.py │ │ │ ├── mjsynth.py │ │ │ ├── svt.py │ │ │ ├── svtp.py │ │ │ ├── synthtext.py │ │ │ ├── synthtext_add.py │ │ │ ├── totaltext.py │ │ │ └── toy_data.py │ │ ├── default_runtime.py │ │ └── schedules │ │ │ ├── schedule_adadelta_5e.py │ │ │ ├── schedule_adam_base.py │ │ │ ├── schedule_adam_step_5e.py │ │ │ └── schedule_adamw_cos_6e.py │ │ ├── abinet │ │ ├── README.md │ │ ├── _base_abinet-vision.py │ │ ├── _base_abinet.py │ │ ├── abinet-vision_20e_st-an_mj.py │ │ ├── abinet_20e_st-an_mj.py │ │ └── metafile.yml │ │ ├── aster │ │ ├── README.md │ │ ├── _base_aster.py │ │ ├── aster_resnet45_6e_st_mj.py │ │ └── metafile.yml │ │ ├── crnn │ │ ├── README.md │ │ ├── _base_crnn_mini-vgg.py │ │ ├── crnn_mini-vgg_5e_mj.py │ │ ├── crnn_mini-vgg_5e_toy.py │ │ └── metafile.yml │ │ ├── master │ │ ├── README.md │ │ ├── _base_master_resnet31.py │ │ ├── master_resnet31_12e_st_mj_sa.py │ │ ├── master_resnet31_12e_toy.py │ │ └── metafile.yml │ │ ├── nrtr │ │ ├── README.md │ │ ├── _base_nrtr_modality-transform.py │ │ ├── _base_nrtr_resnet31.py │ │ ├── metafile.yml │ │ ├── nrtr_modality-transform_6e_st_mj.py │ │ ├── nrtr_modality-transform_6e_toy.py │ │ ├── nrtr_resnet31-1by16-1by8_6e_st_mj.py │ │ └── nrtr_resnet31-1by8-1by4_6e_st_mj.py │ │ ├── robust_scanner │ │ ├── README.md │ │ ├── _base_robustscanner_resnet31.py │ │ ├── metafile.yml │ │ ├── robustscanner_resnet31_5e_st-sub_mj-sub_sa_real.py │ │ └── robustscanner_resnet31_5e_toy.py │ │ ├── sar │ │ ├── README.md │ │ ├── _base_sar_resnet31_parallel-decoder.py │ │ ├── metafile.yml │ │ ├── sar_resnet31_parallel-decoder_5e_st-sub_mj-sub_sa_real.py │ │ ├── sar_resnet31_parallel-decoder_5e_toy.py │ │ └── sar_resnet31_sequential-decoder_5e_st-sub_mj-sub_sa_real.py │ │ ├── satrn │ │ ├── README.md │ │ ├── _base_satrn_shallow.py │ │ ├── metafile.yml │ │ ├── satrn_shallow-small_5e_st_mj.py │ │ └── satrn_shallow_5e_st_mj.py │ │ └── svtr │ │ ├── README.md │ │ ├── _base_svtr-tiny.py │ │ ├── metafile.yml │ │ ├── svtr-base_20e_st_mj.py │ │ ├── svtr-large_20e_st_mj.py │ │ ├── svtr-small_20e_st_mj.py │ │ └── svtr-tiny_20e_st_mj.py ├── dataset_zoo │ ├── cocotextv2 │ │ ├── metafile.yml │ │ ├── sample_anno.md │ │ ├── textdet.py │ │ ├── textrecog.py │ │ └── textspotting.py │ ├── ctw1500 │ │ ├── metafile.yml │ │ ├── textdet.py │ │ ├── textrecog.py │ │ └── textspotting.py │ ├── cute80 │ │ ├── metafile.yml │ │ ├── sample_anno.md │ │ └── textrecog.py │ ├── funsd │ │ ├── metafile.yml │ │ ├── sample_anno.md │ │ ├── textdet.py │ │ ├── textrecog.py │ │ └── textspotting.py │ ├── icdar2013 │ │ ├── metafile.yml │ │ ├── sample_anno.md │ │ ├── textdet.py │ │ ├── textrecog.py │ │ └── textspotting.py │ ├── icdar2015 │ │ ├── metafile.yml │ │ ├── sample_anno.md │ │ ├── textdet.py │ │ ├── textrecog.py │ │ └── textspotting.py │ ├── iiit5k │ │ ├── metafile.yml │ │ ├── sample_anno.md │ │ └── textrecog.py │ ├── mjsynth │ │ ├── metafile.yml │ │ ├── sample_anno.md │ │ └── textrecog.py │ ├── naf │ │ ├── metafile.yml │ │ ├── sample_anno.md │ │ ├── textdet.py │ │ ├── textrecog.py │ │ └── textspotting.py │ ├── sroie │ │ ├── metafile.yml │ │ ├── sample_anno.md │ │ ├── textdet.py │ │ ├── textrecog.py │ │ └── textspotting.py │ ├── svt │ │ ├── metafile.yml │ │ ├── sample_anno.md │ │ ├── textdet.py │ │ ├── textrecog.py │ │ └── textspotting.py │ ├── svtp │ │ ├── metafile.yml │ │ ├── sample_anno.md │ │ └── textrecog.py │ ├── synthtext │ │ ├── metafile.yml │ │ ├── sample_anno.md │ │ ├── textdet.py │ │ ├── textrecog.py │ │ └── textspotting.py │ ├── textocr │ │ ├── metafile.yml │ │ ├── sample_anno.md │ │ ├── textdet.py │ │ ├── textrecog.py │ │ └── textspotting.py │ ├── totaltext │ │ ├── metafile.yml │ │ ├── sample_anno.md │ │ ├── textdet.py │ │ ├── textrecog.py │ │ └── textspotting.py │ └── wildreceipt │ │ ├── kie.py │ │ ├── metafile.yml │ │ ├── sample_anno.md │ │ ├── textdet.py │ │ ├── textrecog.py │ │ └── textspotting.py ├── demo │ ├── demo_densetext_det.jpg │ ├── demo_kie.jpeg │ ├── demo_text_det.jpg │ ├── demo_text_ocr.jpg │ ├── demo_text_recog.jpg │ └── resources │ │ ├── demo_kie_pred.png │ │ ├── det_vis.png │ │ ├── kie_vis.png │ │ ├── log_analysis_demo.png │ │ └── rec_vis.png ├── dicts │ ├── chinese_english_digits.txt │ ├── english_digits_symbols.txt │ ├── english_digits_symbols_space.txt │ ├── lower_english_digits.txt │ ├── lower_english_digits_space.txt │ └── sdmgr_dict.txt ├── docker │ ├── Dockerfile │ └── serve │ │ ├── Dockerfile │ │ ├── config.properties │ │ └── entrypoint.sh ├── docs │ ├── en │ │ ├── Makefile │ │ ├── _static │ │ │ ├── css │ │ │ │ └── readthedocs.css │ │ │ ├── images │ │ │ │ └── mmocr.png │ │ │ └── js │ │ │ │ ├── collapsed.js │ │ │ │ └── table.js │ │ ├── _templates │ │ │ └── classtemplate.rst │ │ ├── api │ │ │ ├── apis.rst │ │ │ ├── datasets.rst │ │ │ ├── engine.rst │ │ │ ├── evaluation.rst │ │ │ ├── models.rst │ │ │ ├── structures.rst │ │ │ ├── transforms.rst │ │ │ ├── utils.rst │ │ │ └── visualization.rst │ │ ├── basic_concepts │ │ │ ├── convention.md │ │ │ ├── data_flow.md │ │ │ ├── datasets.md │ │ │ ├── engine.md │ │ │ ├── evaluation.md │ │ │ ├── models.md │ │ │ ├── overview.md │ │ │ ├── structures.md │ │ │ ├── transforms.md │ │ │ └── visualizers.md │ │ ├── conf.py │ │ ├── contact.md │ │ ├── dataset_zoo.py │ │ ├── docutils.conf │ │ ├── get_started │ │ │ ├── faq.md │ │ │ ├── install.md │ │ │ ├── overview.md │ │ │ └── quick_run.md │ │ ├── index.rst │ │ ├── make.bat │ │ ├── merge_docs.sh │ │ ├── migration │ │ │ ├── branches.md │ │ │ ├── code.md │ │ │ ├── dataset.md │ │ │ ├── model.md │ │ │ ├── news.md │ │ │ ├── overview.md │ │ │ └── transforms.md │ │ ├── notes │ │ │ ├── branches.md │ │ │ ├── changelog.md │ │ │ ├── changelog_v0.x.md │ │ │ └── contribution_guide.md │ │ ├── project_zoo.py │ │ ├── requirements.txt │ │ ├── stats.py │ │ ├── switch_language.md │ │ ├── user_guides │ │ │ ├── config.md │ │ │ ├── data_prepare │ │ │ │ ├── dataset_preparer.md │ │ │ │ ├── det.md │ │ │ │ ├── kie.md │ │ │ │ └── recog.md │ │ │ ├── dataset_prepare.md │ │ │ ├── inference.md │ │ │ ├── train_test.md │ │ │ ├── useful_tools.md │ │ │ └── visualization.md │ │ └── weight_list.py │ └── zh_cn │ │ ├── Makefile │ │ ├── _static │ │ ├── css │ │ │ └── readthedocs.css │ │ ├── images │ │ │ └── mmocr.png │ │ └── js │ │ │ ├── collapsed.js │ │ │ └── table.js │ │ ├── _templates │ │ └── classtemplate.rst │ │ ├── api │ │ ├── apis.rst │ │ ├── datasets.rst │ │ ├── engine.rst │ │ ├── evaluation.rst │ │ ├── models.rst │ │ ├── structures.rst │ │ ├── transforms.rst │ │ ├── utils.rst │ │ └── visualization.rst │ │ ├── basic_concepts │ │ ├── convention.md │ │ ├── data_flow.md │ │ ├── datasets.md │ │ ├── engine.md │ │ ├── evaluation.md │ │ ├── models.md │ │ ├── overview.md │ │ ├── structures.md │ │ ├── transforms.md │ │ └── visualizers.md │ │ ├── conf.py │ │ ├── contact.md │ │ ├── cp_origin_docs.sh │ │ ├── dataset_zoo.py │ │ ├── docutils.conf │ │ ├── get_started │ │ ├── install.md │ │ ├── overview.md │ │ └── quick_run.md │ │ ├── index.rst │ │ ├── make.bat │ │ ├── merge_docs.sh │ │ ├── migration │ │ ├── branches.md │ │ ├── code.md │ │ ├── dataset.md │ │ ├── model.md │ │ ├── news.md │ │ ├── overview.md │ │ └── transforms.md │ │ ├── notes │ │ ├── branches.md │ │ └── contribution_guide.md │ │ ├── project_zoo.py │ │ ├── stats.py │ │ ├── switch_language.md │ │ ├── user_guides │ │ ├── config.md │ │ ├── data_prepare │ │ │ ├── dataset_preparer.md │ │ │ └── kie.md │ │ ├── dataset_prepare.md │ │ ├── inference.md │ │ ├── train_test.md │ │ ├── useful_tools.md │ │ └── visualization.md │ │ └── weight_list.py ├── mmocr │ ├── __init__.py │ ├── apis │ │ ├── __init__.py │ │ └── inferencers │ │ │ ├── __init__.py │ │ │ ├── base_mmocr_inferencer.py │ │ │ ├── kie_inferencer.py │ │ │ ├── mmocr_inferencer.py │ │ │ ├── textdet_inferencer.py │ │ │ ├── textrec_inferencer.py │ │ │ └── textspot_inferencer.py │ ├── datasets │ │ ├── __init__.py │ │ ├── dataset_wrapper.py │ │ ├── icdar_dataset.py │ │ ├── ocr_dataset.py │ │ ├── preparers │ │ │ ├── __init__.py │ │ │ ├── config_generators │ │ │ │ ├── __init__.py │ │ │ │ ├── base.py │ │ │ │ ├── textdet_config_generator.py │ │ │ │ ├── textrecog_config_generator.py │ │ │ │ └── textspotting_config_generator.py │ │ │ ├── data_preparer.py │ │ │ ├── dumpers │ │ │ │ ├── __init__.py │ │ │ │ ├── base.py │ │ │ │ ├── json_dumper.py │ │ │ │ ├── lmdb_dumper.py │ │ │ │ └── wild_receipt_openset_dumper.py │ │ │ ├── gatherers │ │ │ │ ├── __init__.py │ │ │ │ ├── base.py │ │ │ │ ├── mono_gatherer.py │ │ │ │ ├── naf_gatherer.py │ │ │ │ └── pair_gatherer.py │ │ │ ├── obtainers │ │ │ │ ├── __init__.py │ │ │ │ └── naive_data_obtainer.py │ │ │ ├── packers │ │ │ │ ├── __init__.py │ │ │ │ ├── base.py │ │ │ │ ├── textdet_packer.py │ │ │ │ ├── textrecog_packer.py │ │ │ │ ├── textspotting_packer.py │ │ │ │ └── wildreceipt_packer.py │ │ │ └── parsers │ │ │ │ ├── __init__.py │ │ │ │ ├── base.py │ │ │ │ ├── coco_parser.py │ │ │ │ ├── ctw1500_parser.py │ │ │ │ ├── funsd_parser.py │ │ │ │ ├── icdar_txt_parser.py │ │ │ │ ├── mjsynth_parser.py │ │ │ │ ├── naf_parser.py │ │ │ │ ├── sroie_parser.py │ │ │ │ ├── svt_parser.py │ │ │ │ ├── synthtext_parser.py │ │ │ │ ├── totaltext_parser.py │ │ │ │ └── wildreceipt_parser.py │ │ ├── recog_lmdb_dataset.py │ │ ├── recog_text_dataset.py │ │ ├── samplers │ │ │ ├── __init__.py │ │ │ └── batch_aug.py │ │ ├── transforms │ │ │ ├── __init__.py │ │ │ ├── adapters.py │ │ │ ├── formatting.py │ │ │ ├── loading.py │ │ │ ├── ocr_transforms.py │ │ │ ├── textdet_transforms.py │ │ │ ├── textrecog_transforms.py │ │ │ └── wrappers.py │ │ └── wildreceipt_dataset.py │ ├── engine │ │ ├── __init__.py │ │ └── hooks │ │ │ ├── __init__.py │ │ │ └── visualization_hook.py │ ├── evaluation │ │ ├── __init__.py │ │ ├── evaluator │ │ │ ├── __init__.py │ │ │ └── multi_datasets_evaluator.py │ │ ├── functional │ │ │ ├── __init__.py │ │ │ └── hmean.py │ │ └── metrics │ │ │ ├── __init__.py │ │ │ ├── f_metric.py │ │ │ ├── hmean_iou_metric.py │ │ │ └── recog_metric.py │ ├── models │ │ ├── __init__.py │ │ ├── common │ │ │ ├── __init__.py │ │ │ ├── backbones │ │ │ │ ├── __init__.py │ │ │ │ ├── clip_resnet.py │ │ │ │ └── unet.py │ │ │ ├── dictionary │ │ │ │ ├── __init__.py │ │ │ │ └── dictionary.py │ │ │ ├── layers │ │ │ │ ├── __init__.py │ │ │ │ └── transformer_layers.py │ │ │ ├── losses │ │ │ │ ├── __init__.py │ │ │ │ ├── bce_loss.py │ │ │ │ ├── ce_loss.py │ │ │ │ ├── dice_loss.py │ │ │ │ └── l1_loss.py │ │ │ ├── modules │ │ │ │ ├── __init__.py │ │ │ │ └── transformer_module.py │ │ │ └── plugins │ │ │ │ ├── __init__.py │ │ │ │ └── common.py │ │ ├── kie │ │ │ ├── __init__.py │ │ │ ├── extractors │ │ │ │ ├── __init__.py │ │ │ │ └── sdmgr.py │ │ │ ├── heads │ │ │ │ ├── __init__.py │ │ │ │ └── sdmgr_head.py │ │ │ ├── module_losses │ │ │ │ ├── __init__.py │ │ │ │ └── sdmgr_module_loss.py │ │ │ └── postprocessors │ │ │ │ ├── __init__.py │ │ │ │ └── sdmgr_postprocessor.py │ │ ├── textdet │ │ │ ├── __init__.py │ │ │ ├── data_preprocessors │ │ │ │ ├── __init__.py │ │ │ │ └── data_preprocessor.py │ │ │ ├── detectors │ │ │ │ ├── __init__.py │ │ │ │ ├── base.py │ │ │ │ ├── dbnet.py │ │ │ │ ├── drrg.py │ │ │ │ ├── fcenet.py │ │ │ │ ├── mmdet_wrapper.py │ │ │ │ ├── panet.py │ │ │ │ ├── psenet.py │ │ │ │ ├── single_stage_text_detector.py │ │ │ │ └── textsnake.py │ │ │ ├── heads │ │ │ │ ├── __init__.py │ │ │ │ ├── base.py │ │ │ │ ├── db_head.py │ │ │ │ ├── drrg_head.py │ │ │ │ ├── fce_head.py │ │ │ │ ├── pan_head.py │ │ │ │ ├── pse_head.py │ │ │ │ └── textsnake_head.py │ │ │ ├── module_losses │ │ │ │ ├── __init__.py │ │ │ │ ├── base.py │ │ │ │ ├── db_module_loss.py │ │ │ │ ├── drrg_module_loss.py │ │ │ │ ├── fce_module_loss.py │ │ │ │ ├── pan_module_loss.py │ │ │ │ ├── pse_module_loss.py │ │ │ │ ├── seg_based_module_loss.py │ │ │ │ └── textsnake_module_loss.py │ │ │ ├── necks │ │ │ │ ├── __init__.py │ │ │ │ ├── fpem_ffm.py │ │ │ │ ├── fpn_cat.py │ │ │ │ ├── fpn_unet.py │ │ │ │ └── fpnf.py │ │ │ └── postprocessors │ │ │ │ ├── __init__.py │ │ │ │ ├── base.py │ │ │ │ ├── db_postprocessor.py │ │ │ │ ├── drrg_postprocessor.py │ │ │ │ ├── fce_postprocessor.py │ │ │ │ ├── pan_postprocessor.py │ │ │ │ ├── pse_postprocessor.py │ │ │ │ └── textsnake_postprocessor.py │ │ └── textrecog │ │ │ ├── __init__.py │ │ │ ├── backbones │ │ │ ├── __init__.py │ │ │ ├── mini_vgg.py │ │ │ ├── mobilenet_v2.py │ │ │ ├── nrtr_modality_transformer.py │ │ │ ├── resnet.py │ │ │ ├── resnet31_ocr.py │ │ │ ├── resnet_abi.py │ │ │ └── shallow_cnn.py │ │ │ ├── data_preprocessors │ │ │ ├── __init__.py │ │ │ └── data_preprocessor.py │ │ │ ├── decoders │ │ │ ├── __init__.py │ │ │ ├── abi_fuser.py │ │ │ ├── abi_language_decoder.py │ │ │ ├── abi_vision_decoder.py │ │ │ ├── aster_decoder.py │ │ │ ├── base.py │ │ │ ├── crnn_decoder.py │ │ │ ├── master_decoder.py │ │ │ ├── nrtr_decoder.py │ │ │ ├── position_attention_decoder.py │ │ │ ├── robust_scanner_fuser.py │ │ │ ├── sar_decoder.py │ │ │ ├── sar_decoder_with_bs.py │ │ │ ├── sequence_attention_decoder.py │ │ │ └── svtr_decoder.py │ │ │ ├── encoders │ │ │ ├── __init__.py │ │ │ ├── abi_encoder.py │ │ │ ├── aster_encoder.py │ │ │ ├── base.py │ │ │ ├── channel_reduction_encoder.py │ │ │ ├── nrtr_encoder.py │ │ │ ├── sar_encoder.py │ │ │ ├── satrn_encoder.py │ │ │ └── svtr_encoder.py │ │ │ ├── layers │ │ │ ├── __init__.py │ │ │ ├── conv_layer.py │ │ │ ├── dot_product_attention_layer.py │ │ │ ├── lstm_layer.py │ │ │ ├── position_aware_layer.py │ │ │ ├── robust_scanner_fusion_layer.py │ │ │ └── satrn_layers.py │ │ │ ├── module_losses │ │ │ ├── __init__.py │ │ │ ├── abi_module_loss.py │ │ │ ├── base.py │ │ │ ├── ce_module_loss.py │ │ │ └── ctc_module_loss.py │ │ │ ├── plugins │ │ │ ├── __init__.py │ │ │ └── common.py │ │ │ ├── postprocessors │ │ │ ├── __init__.py │ │ │ ├── attn_postprocessor.py │ │ │ ├── base.py │ │ │ └── ctc_postprocessor.py │ │ │ ├── preprocessors │ │ │ ├── __init__.py │ │ │ ├── base.py │ │ │ └── tps_preprocessor.py │ │ │ └── recognizers │ │ │ ├── __init__.py │ │ │ ├── abinet.py │ │ │ ├── aster.py │ │ │ ├── base.py │ │ │ ├── crnn.py │ │ │ ├── encoder_decoder_recognizer.py │ │ │ ├── encoder_decoder_recognizer_tta.py │ │ │ ├── master.py │ │ │ ├── nrtr.py │ │ │ ├── robust_scanner.py │ │ │ ├── sar.py │ │ │ ├── satrn.py │ │ │ └── svtr.py │ ├── registry.py │ ├── structures │ │ ├── __init__.py │ │ ├── kie_data_sample.py │ │ ├── textdet_data_sample.py │ │ ├── textrecog_data_sample.py │ │ └── textspotting_data_sample.py │ ├── testing │ │ ├── __init__.py │ │ └── data.py │ ├── utils │ │ ├── __init__.py │ │ ├── bbox_utils.py │ │ ├── bezier_utils.py │ │ ├── check_argument.py │ │ ├── collect_env.py │ │ ├── data_converter_utils.py │ │ ├── fileio.py │ │ ├── img_utils.py │ │ ├── mask_utils.py │ │ ├── parsers.py │ │ ├── point_utils.py │ │ ├── polygon_utils.py │ │ ├── processing.py │ │ ├── setup_env.py │ │ ├── string_utils.py │ │ ├── transform_utils.py │ │ └── typing_utils.py │ ├── version.py │ └── visualization │ │ ├── __init__.py │ │ ├── base_visualizer.py │ │ ├── kie_visualizer.py │ │ ├── textdet_visualizer.py │ │ ├── textrecog_visualizer.py │ │ └── textspotting_visualizer.py ├── model-index.yml ├── my_test.sh ├── my_train.sh ├── projects │ ├── ABCNet │ │ ├── README.md │ │ ├── README_V2.md │ │ ├── abcnet │ │ │ ├── __init__.py │ │ │ ├── metric │ │ │ │ ├── __init__.py │ │ │ │ └── e2e_hmean_iou_metric.py │ │ │ ├── model │ │ │ │ ├── __init__.py │ │ │ │ ├── abcnet.py │ │ │ │ ├── abcnet_det_head.py │ │ │ │ ├── abcnet_det_module_loss.py │ │ │ │ ├── abcnet_det_postprocessor.py │ │ │ │ ├── abcnet_postprocessor.py │ │ │ │ ├── abcnet_rec.py │ │ │ │ ├── abcnet_rec_backbone.py │ │ │ │ ├── abcnet_rec_decoder.py │ │ │ │ ├── abcnet_rec_encoder.py │ │ │ │ ├── base_roi_extractor.py │ │ │ │ ├── base_roi_head.py │ │ │ │ ├── bezier_roi_extractor.py │ │ │ │ ├── bifpn.py │ │ │ │ ├── coordinate_head.py │ │ │ │ ├── rec_roi_head.py │ │ │ │ └── two_stage_text_spotting.py │ │ │ └── utils │ │ │ │ ├── __init__.py │ │ │ │ └── bezier_utils.py │ │ ├── config │ │ │ ├── _base_ │ │ │ │ ├── datasets │ │ │ │ │ └── icdar2015.py │ │ │ │ ├── default_runtime.py │ │ │ │ └── schedules │ │ │ │ │ └── schedule_sgd_500e.py │ │ │ ├── abcnet │ │ │ │ ├── _base_abcnet_resnet50_fpn.py │ │ │ │ └── abcnet_resnet50_fpn_500e_icdar2015.py │ │ │ └── abcnet_v2 │ │ │ │ ├── _base_abcnet-v2_resnet50_bifpn.py │ │ │ │ └── abcnet-v2_resnet50_bifpn_500e_icdar2015.py │ │ └── dicts │ │ │ └── abcnet.txt │ ├── README.md │ ├── SPTS │ │ ├── README.md │ │ ├── config │ │ │ ├── _base_ │ │ │ │ ├── datasets │ │ │ │ │ ├── ctw1500-spts.py │ │ │ │ │ ├── icdar2013-spts.py │ │ │ │ │ ├── icdar2013.py │ │ │ │ │ ├── icdar2015-spts.py │ │ │ │ │ ├── icdar2015.py │ │ │ │ │ ├── mlt-spts.py │ │ │ │ │ ├── syntext1-spts.py │ │ │ │ │ ├── syntext2-spts.py │ │ │ │ │ ├── totaltext-spts.py │ │ │ │ │ └── totaltext.py │ │ │ │ └── default_runtime.py │ │ │ └── spts │ │ │ │ ├── _base_spts_resnet50.py │ │ │ │ ├── _base_spts_resnet50_mmocr.py │ │ │ │ ├── spts_resnet50_8xb8-150e_pretrain-spts.py │ │ │ │ ├── spts_resnet50_8xb8-200e_icdar2013.py │ │ │ │ ├── spts_resnet50_8xb8-200e_icdar2015.py │ │ │ │ └── spts_resnet50_8xb8-200e_totaltext.py │ │ ├── dicts │ │ │ └── spts.txt │ │ ├── spts │ │ │ ├── __init__.py │ │ │ ├── datasets │ │ │ │ ├── __init__.py │ │ │ │ ├── adel_dataset.py │ │ │ │ └── transforms │ │ │ │ │ └── spts_transforms.py │ │ │ ├── metric │ │ │ │ ├── __init__.py │ │ │ │ └── e2e_point_metric.py │ │ │ └── model │ │ │ │ ├── __init__.py │ │ │ │ ├── base_text_spotter.py │ │ │ │ ├── encoder_decoder_text_spotter.py │ │ │ │ ├── position_embedding.py │ │ │ │ ├── spts.py │ │ │ │ ├── spts_decoder.py │ │ │ │ ├── spts_dictionary.py │ │ │ │ ├── spts_encoder.py │ │ │ │ ├── spts_module_loss.py │ │ │ │ └── spts_postprocessor.py │ │ └── tools │ │ │ └── ckpt_adapter.py │ ├── example_project │ │ ├── README.md │ │ ├── configs │ │ │ └── dbnet_dummy-resnet_fpnc_1200e_icdar2015.py │ │ └── dummy │ │ │ ├── __init__.py │ │ │ └── dummy_resnet.py │ ├── faq.md │ └── selected.txt ├── requirements.txt ├── requirements │ ├── albu.txt │ ├── build.txt │ ├── docs.txt │ ├── mminstall.txt │ ├── optional.txt │ ├── readthedocs.txt │ ├── runtime.txt │ └── tests.txt ├── resources │ ├── illustration.jpg │ ├── kie.jpg │ ├── mmocr-logo.png │ ├── textdet.jpg │ ├── textrecog.jpg │ └── verification.png ├── setup.cfg ├── setup.py ├── tests │ ├── models │ │ └── textrecog │ │ │ └── test_preprocessors │ │ │ └── test_tps_preprocessor.py │ ├── test_apis │ │ └── test_inferencers │ │ │ ├── test_kie_inferencer.py │ │ │ ├── test_mmocr_inferencer.py │ │ │ ├── test_textdet_inferencer.py │ │ │ └── test_textrec_inferencer.py │ ├── test_datasets │ │ ├── test_dataset_wrapper.py │ │ ├── test_icdar_dataset.py │ │ ├── test_preparers │ │ │ ├── test_config_generators │ │ │ │ ├── test_textdet_config_generator.py │ │ │ │ ├── test_textrecog_config_generator.py │ │ │ │ └── test_textspotting_config_generator.py │ │ │ ├── test_data_preparer.py │ │ │ ├── test_dumpers │ │ │ │ └── test_dumpers.py │ │ │ ├── test_gatherers │ │ │ │ ├── test_mono_gatherer.py │ │ │ │ └── test_pair_gatherer.py │ │ │ ├── test_packers │ │ │ │ ├── test_textdet_packer.py │ │ │ │ ├── test_textrecog_packer.py │ │ │ │ └── test_textspotting_packer.py │ │ │ └── test_parsers │ │ │ │ ├── test_ctw1500_parser.py │ │ │ │ ├── test_funsd_parser.py │ │ │ │ ├── test_icdar_txt_parsers.py │ │ │ │ ├── test_naf_parser.py │ │ │ │ ├── test_sroie_parser.py │ │ │ │ ├── test_svt_parsers.py │ │ │ │ ├── test_tt_parsers.py │ │ │ │ └── test_wildreceipt_parsers.py │ │ ├── test_recog_lmdb_dataset.py │ │ ├── test_recog_text_dataset.py │ │ ├── test_samplers │ │ │ └── test_batch_aug.py │ │ ├── test_transforms │ │ │ ├── test_adapters.py │ │ │ ├── test_formatting.py │ │ │ ├── test_loading.py │ │ │ ├── test_ocr_transforms.py │ │ │ ├── test_textdet_transforms.py │ │ │ ├── test_textrecog_transforms.py │ │ │ └── test_wrappers.py │ │ └── test_wildreceipt_dataset.py │ ├── test_engine │ │ └── test_hooks │ │ │ └── test_visualization_hook.py │ ├── test_evaluation │ │ ├── test_evaluator │ │ │ └── test_multi_datasets_evaluator.py │ │ ├── test_functional │ │ │ └── test_hmean.py │ │ └── test_metrics │ │ │ ├── test_f_metric.py │ │ │ ├── test_hmean_iou_metric.py │ │ │ └── test_recog_metric.py │ ├── test_init.py │ ├── test_models │ │ ├── test_common │ │ │ ├── test_backbones │ │ │ │ └── test_clip_resnet.py │ │ │ ├── test_layers │ │ │ │ └── test_transformer_layers.py │ │ │ ├── test_losses │ │ │ │ ├── test_bce_loss.py │ │ │ │ ├── test_dice_loss.py │ │ │ │ └── test_l1_loss.py │ │ │ ├── test_modules │ │ │ │ └── test_transformer_module.py │ │ │ └── test_plugins │ │ │ │ └── test_avgpool.py │ │ ├── test_kie │ │ │ ├── test_extractors │ │ │ │ └── test_sdmgr.py │ │ │ ├── test_heads │ │ │ │ └── test_sdmgr_head.py │ │ │ ├── test_module_losses │ │ │ │ └── test_sdmgr_module_loss.py │ │ │ └── test_postprocessors │ │ │ │ └── test_sdmgr_postprocessor.py │ │ ├── test_textdet │ │ │ ├── test_data_preprocessors │ │ │ │ └── test_textdet_data_preprocessor.py │ │ │ ├── test_detectors │ │ │ │ └── test_drrg.py │ │ │ ├── test_heads │ │ │ │ ├── test_base_head.py │ │ │ │ ├── test_db_head.py │ │ │ │ ├── test_drrg_head.py │ │ │ │ ├── test_fce_head.py │ │ │ │ ├── test_pan_head.py │ │ │ │ ├── test_pse_head.py │ │ │ │ └── test_textsnake_head.py │ │ │ ├── test_module_losses │ │ │ │ ├── test_db_module_loss.py │ │ │ │ ├── test_drrg_module_loss.py │ │ │ │ ├── test_fce_module_loss.py │ │ │ │ ├── test_pan_module_loss.py │ │ │ │ ├── test_pse_module_loss.py │ │ │ │ └── test_textsnake_module_loss.py │ │ │ ├── test_necks │ │ │ │ ├── test_fpem_ffm.py │ │ │ │ ├── test_fpn_cat.py │ │ │ │ ├── test_fpn_unet.py │ │ │ │ └── test_fpnf.py │ │ │ ├── test_postprocessors │ │ │ │ ├── test_base_postprocessor.py │ │ │ │ ├── test_db_postprocessor.py │ │ │ │ ├── test_drrg_postprocessor.py │ │ │ │ ├── test_fce_postprocessor.py │ │ │ │ ├── test_pan_postprocessor.py │ │ │ │ ├── test_pse_postprocessor.py │ │ │ │ └── test_textsnake_postprocessor.py │ │ │ └── test_wrappers │ │ │ │ └── test_mmdet_wrapper.py │ │ └── test_textrecog │ │ │ ├── test_backbones │ │ │ ├── test_mini_vgg.py │ │ │ ├── test_mobilenet_v2.py │ │ │ ├── test_nrtr_modality_transformer.py │ │ │ ├── test_resnet.py │ │ │ ├── test_resnet31_ocr.py │ │ │ ├── test_resnet_abi.py │ │ │ └── test_shallow_cnn.py │ │ │ ├── test_data_preprocessors │ │ │ └── test_data_preprocessor.py │ │ │ ├── test_decoders │ │ │ ├── test_abi_fuser.py │ │ │ ├── test_abi_language_decoder.py │ │ │ ├── test_abi_vision_decoder.py │ │ │ ├── test_aster_decoder.py │ │ │ ├── test_base_decoder.py │ │ │ ├── test_crnn_decoder.py │ │ │ ├── test_master_decoder.py │ │ │ ├── test_nrtr_decoder.py │ │ │ ├── test_position_attention_decoder.py │ │ │ ├── test_robust_scanner_fuser.py │ │ │ ├── test_sar_decoder.py │ │ │ ├── test_sequence_attention_decoder.py │ │ │ └── test_svtr_decoder.py │ │ │ ├── test_dictionary │ │ │ └── test_dictionary.py │ │ │ ├── test_encoders │ │ │ ├── test_abi_encoder.py │ │ │ ├── test_aster_encoder.py │ │ │ ├── test_channel_reduction_encoder.py │ │ │ ├── test_nrtr_encoder.py │ │ │ ├── test_sar_encoder.py │ │ │ ├── test_satrn_decoder.py │ │ │ └── test_svtr_encoder.py │ │ │ ├── test_layers │ │ │ └── test_conv_layer.py │ │ │ ├── test_module_losses │ │ │ ├── test_abi_module_loss.py │ │ │ ├── test_base_recog_module_loss.py │ │ │ ├── test_ce_module_loss.py │ │ │ └── test_ctc_module_loss.py │ │ │ ├── test_plugins │ │ │ ├── test_gcamodule.py │ │ │ └── test_maxpool.py │ │ │ ├── test_postprocessors │ │ │ ├── test_attn_postprocessor.py │ │ │ ├── test_base_textrecog_postprocessor.py │ │ │ └── test_ctc_postprocessor.py │ │ │ └── test_recognizers │ │ │ ├── test_encoder_decoder_recognizer.py │ │ │ └── test_encoder_decoder_recognizer_tta.py │ ├── test_structures │ │ ├── test_kie_data_sample.py │ │ ├── test_textdet_data_sample.py │ │ ├── test_textrecog_data_sample.py │ │ └── test_textspotting_data_sample.py │ ├── test_utils │ │ ├── test_bbox_utils.py │ │ ├── test_check_argument.py │ │ ├── test_data_converter_utils.py │ │ ├── test_fileio.py │ │ ├── test_img_utils.py │ │ ├── test_mask_utils.py │ │ ├── test_parsers.py │ │ ├── test_point_utils.py │ │ ├── test_polygon_utils.py │ │ ├── test_processing.py │ │ ├── test_string_utils.py │ │ └── test_transform_utils.py │ └── test_visualization │ │ ├── test_base_visualizer.py │ │ ├── test_kie_visualizer.py │ │ ├── test_textdet_visualizer.py │ │ ├── test_textrecog_visualizer.py │ │ └── test_textspotting_visualizer.py └── tools │ ├── analysis_tools │ ├── browse_dataset.py │ ├── get_flops.py │ ├── offline_eval.py │ └── print_config.py │ ├── dataset_converters │ ├── common │ │ ├── curvedsyntext_converter.py │ │ └── extract_kaist.py │ ├── kie │ │ └── closeset_to_openset.py │ ├── prepare_dataset.py │ ├── textdet │ │ ├── art_converter.py │ │ ├── bid_converter.py │ │ ├── coco_to_line_dict.py │ │ ├── cocotext_converter.py │ │ ├── data_migrator.py │ │ ├── detext_converter.py │ │ ├── funsd_converter.py │ │ ├── hiertext_converter.py │ │ ├── ic11_converter.py │ │ ├── ilst_converter.py │ │ ├── imgur_converter.py │ │ ├── kaist_converter.py │ │ ├── lsvt_converter.py │ │ ├── lv_converter.py │ │ ├── mtwi_converter.py │ │ ├── naf_converter.py │ │ ├── rctw_converter.py │ │ ├── rects_converter.py │ │ ├── sroie_converter.py │ │ └── vintext_converter.py │ └── textrecog │ │ ├── art_converter.py │ │ ├── bid_converter.py │ │ ├── cocotext_converter.py │ │ ├── data_migrator.py │ │ ├── detext_converter.py │ │ ├── funsd_converter.py │ │ ├── hiertext_converter.py │ │ ├── ic11_converter.py │ │ ├── ilst_converter.py │ │ ├── imgur_converter.py │ │ ├── kaist_converter.py │ │ ├── lmdb_converter.py │ │ ├── lsvt_converter.py │ │ ├── lv_converter.py │ │ ├── mtwi_converter.py │ │ ├── naf_converter.py │ │ ├── openvino_converter.py │ │ ├── rctw_converter.py │ │ ├── rects_converter.py │ │ ├── sroie_converter.py │ │ └── vintext_converter.py │ ├── dist_test.sh │ ├── dist_train.sh │ ├── infer.py │ ├── model_converters │ └── publish_model.py │ ├── slurm_test.sh │ ├── slurm_train.sh │ ├── test.py │ └── train.py └── textfussion ├── CITATION.cff ├── CODE_OF_CONDUCT.md ├── CONTRIBUTING.md ├── LICENSE ├── MANIFEST.in ├── Makefile ├── PHILOSOPHY.md ├── README.md ├── _typos.toml ├── build └── lib │ └── diffusers │ ├── __init__.py │ ├── commands │ ├── __init__.py │ ├── diffusers_cli.py │ └── env.py │ ├── configuration_utils.py │ ├── dependency_versions_check.py │ ├── dependency_versions_table.py │ ├── experimental │ ├── __init__.py │ └── rl │ │ ├── __init__.py │ │ └── value_guided_sampling.py │ ├── image_processor.py │ ├── loaders.py │ ├── models │ ├── __init__.py │ ├── attention.py │ ├── attention_flax.py │ ├── attention_processor.py │ ├── autoencoder_kl.py │ ├── controlnet.py │ ├── controlnet_flax.py │ ├── cross_attention.py │ ├── dual_transformer_2d.py │ ├── embeddings.py │ ├── embeddings_flax.py │ ├── modeling_flax_pytorch_utils.py │ ├── modeling_flax_utils.py │ ├── modeling_pytorch_flax_utils.py │ ├── modeling_utils.py │ ├── prior_transformer.py │ ├── resnet.py │ ├── resnet_flax.py │ ├── t5_film_transformer.py │ ├── transformer_2d.py │ ├── transformer_temporal.py │ ├── unet_1d.py │ ├── unet_1d_blocks.py │ ├── unet_2d.py │ ├── unet_2d_blocks.py │ ├── unet_2d_blocks_flax.py │ ├── unet_2d_condition.py │ ├── unet_2d_condition_flax.py │ ├── unet_3d_blocks.py │ ├── unet_3d_condition.py │ ├── vae.py │ ├── vae_flax.py │ └── vq_model.py │ ├── optimization.py │ ├── pipeline_utils.py │ ├── pipelines │ ├── __init__.py │ ├── alt_diffusion │ │ ├── __init__.py │ │ ├── modeling_roberta_series.py │ │ ├── pipeline_alt_diffusion.py │ │ └── pipeline_alt_diffusion_img2img.py │ ├── audio_diffusion │ │ ├── __init__.py │ │ ├── mel.py │ │ └── pipeline_audio_diffusion.py │ ├── audioldm │ │ ├── __init__.py │ │ └── pipeline_audioldm.py │ ├── dance_diffusion │ │ ├── __init__.py │ │ └── pipeline_dance_diffusion.py │ ├── ddim │ │ ├── __init__.py │ │ └── pipeline_ddim.py │ ├── ddpm │ │ ├── __init__.py │ │ └── pipeline_ddpm.py │ ├── dit │ │ ├── __init__.py │ │ └── pipeline_dit.py │ ├── latent_diffusion │ │ ├── __init__.py │ │ ├── pipeline_latent_diffusion.py │ │ └── pipeline_latent_diffusion_superresolution.py │ ├── latent_diffusion_uncond │ │ ├── __init__.py │ │ └── pipeline_latent_diffusion_uncond.py │ ├── onnx_utils.py │ ├── paint_by_example │ │ ├── __init__.py │ │ ├── image_encoder.py │ │ └── pipeline_paint_by_example.py │ ├── pipeline_flax_utils.py │ ├── pipeline_utils.py │ ├── pndm │ │ ├── __init__.py │ │ └── pipeline_pndm.py │ ├── repaint │ │ ├── __init__.py │ │ └── pipeline_repaint.py │ ├── score_sde_ve │ │ ├── __init__.py │ │ └── pipeline_score_sde_ve.py │ ├── semantic_stable_diffusion │ │ ├── __init__.py │ │ └── pipeline_semantic_stable_diffusion.py │ ├── spectrogram_diffusion │ │ ├── __init__.py │ │ ├── continous_encoder.py │ │ ├── midi_utils.py │ │ ├── notes_encoder.py │ │ └── pipeline_spectrogram_diffusion.py │ ├── stable_diffusion │ │ ├── __init__.py │ │ ├── convert_from_ckpt.py │ │ ├── pipeline_cycle_diffusion.py │ │ ├── pipeline_flax_stable_diffusion.py │ │ ├── pipeline_flax_stable_diffusion_controlnet.py │ │ ├── pipeline_flax_stable_diffusion_img2img.py │ │ ├── pipeline_flax_stable_diffusion_inpaint.py │ │ ├── pipeline_onnx_stable_diffusion.py │ │ ├── pipeline_onnx_stable_diffusion_img2img.py │ │ ├── pipeline_onnx_stable_diffusion_inpaint.py │ │ ├── pipeline_onnx_stable_diffusion_inpaint_legacy.py │ │ ├── pipeline_onnx_stable_diffusion_upscale.py │ │ ├── pipeline_stable_diffusion.py │ │ ├── pipeline_stable_diffusion_attend_and_excite.py │ │ ├── pipeline_stable_diffusion_controlnet.py │ │ ├── pipeline_stable_diffusion_depth2img.py │ │ ├── pipeline_stable_diffusion_image_variation.py │ │ ├── pipeline_stable_diffusion_img2img.py │ │ ├── pipeline_stable_diffusion_inpaint.py │ │ ├── pipeline_stable_diffusion_inpaint_legacy.py │ │ ├── pipeline_stable_diffusion_instruct_pix2pix.py │ │ ├── pipeline_stable_diffusion_k_diffusion.py │ │ ├── pipeline_stable_diffusion_latent_upscale.py │ │ ├── pipeline_stable_diffusion_model_editing.py │ │ ├── pipeline_stable_diffusion_panorama.py │ │ ├── pipeline_stable_diffusion_pix2pix_zero.py │ │ ├── pipeline_stable_diffusion_sag.py │ │ ├── pipeline_stable_diffusion_upscale.py │ │ ├── pipeline_stable_unclip.py │ │ ├── pipeline_stable_unclip_img2img.py │ │ ├── safety_checker.py │ │ ├── safety_checker_flax.py │ │ └── stable_unclip_image_normalizer.py │ ├── stable_diffusion_safe │ │ ├── __init__.py │ │ ├── pipeline_stable_diffusion_safe.py │ │ └── safety_checker.py │ ├── stochastic_karras_ve │ │ ├── __init__.py │ │ └── pipeline_stochastic_karras_ve.py │ ├── text_to_video_synthesis │ │ ├── __init__.py │ │ └── pipeline_text_to_video_synth.py │ ├── unclip │ │ ├── __init__.py │ │ ├── pipeline_unclip.py │ │ ├── pipeline_unclip_image_variation.py │ │ └── text_proj.py │ ├── versatile_diffusion │ │ ├── __init__.py │ │ ├── modeling_text_unet.py │ │ ├── pipeline_versatile_diffusion.py │ │ ├── pipeline_versatile_diffusion_dual_guided.py │ │ ├── pipeline_versatile_diffusion_image_variation.py │ │ └── pipeline_versatile_diffusion_text_to_image.py │ └── vq_diffusion │ │ ├── __init__.py │ │ └── pipeline_vq_diffusion.py │ ├── schedulers │ ├── __init__.py │ ├── scheduling_ddim.py │ ├── scheduling_ddim_flax.py │ ├── scheduling_ddim_inverse.py │ ├── scheduling_ddpm.py │ ├── scheduling_ddpm_flax.py │ ├── scheduling_deis_multistep.py │ ├── scheduling_dpmsolver_multistep.py │ ├── scheduling_dpmsolver_multistep_flax.py │ ├── scheduling_dpmsolver_singlestep.py │ ├── scheduling_euler_ancestral_discrete.py │ ├── scheduling_euler_discrete.py │ ├── scheduling_heun_discrete.py │ ├── scheduling_ipndm.py │ ├── scheduling_k_dpm_2_ancestral_discrete.py │ ├── scheduling_k_dpm_2_discrete.py │ ├── scheduling_karras_ve.py │ ├── scheduling_karras_ve_flax.py │ ├── scheduling_lms_discrete.py │ ├── scheduling_lms_discrete_flax.py │ ├── scheduling_pndm.py │ ├── scheduling_pndm_flax.py │ ├── scheduling_repaint.py │ ├── scheduling_sde_ve.py │ ├── scheduling_sde_ve_flax.py │ ├── scheduling_sde_vp.py │ ├── scheduling_unclip.py │ ├── scheduling_unipc_multistep.py │ ├── scheduling_utils.py │ ├── scheduling_utils_flax.py │ └── scheduling_vq_diffusion.py │ ├── training_utils.py │ └── utils │ ├── __init__.py │ ├── accelerate_utils.py │ ├── constants.py │ ├── deprecation_utils.py │ ├── doc_utils.py │ ├── dummy_flax_and_transformers_objects.py │ ├── dummy_flax_objects.py │ ├── dummy_note_seq_objects.py │ ├── dummy_onnx_objects.py │ ├── dummy_pt_objects.py │ ├── dummy_torch_and_librosa_objects.py │ ├── dummy_torch_and_scipy_objects.py │ ├── dummy_torch_and_transformers_and_k_diffusion_objects.py │ ├── dummy_torch_and_transformers_and_onnx_objects.py │ ├── dummy_torch_and_transformers_objects.py │ ├── dummy_transformers_and_torch_and_note_seq_objects.py │ ├── dynamic_modules_utils.py │ ├── hub_utils.py │ ├── import_utils.py │ ├── logging.py │ ├── model_card_template.md │ ├── outputs.py │ ├── pil_utils.py │ ├── testing_utils.py │ └── torch_utils.py ├── docker ├── diffusers-flax-cpu │ └── Dockerfile ├── diffusers-flax-tpu │ └── Dockerfile ├── diffusers-onnxruntime-cpu │ └── Dockerfile ├── diffusers-onnxruntime-cuda │ └── Dockerfile ├── diffusers-pytorch-cpu │ └── Dockerfile └── diffusers-pytorch-cuda │ └── Dockerfile ├── docs ├── README.md ├── TRANSLATING.md └── source │ ├── _config.py │ ├── en │ ├── _toctree.yml │ ├── api │ │ ├── configuration.mdx │ │ ├── diffusion_pipeline.mdx │ │ ├── experimental │ │ │ └── rl.mdx │ │ ├── loaders.mdx │ │ ├── logging.mdx │ │ ├── models.mdx │ │ ├── outputs.mdx │ │ ├── pipelines │ │ │ ├── alt_diffusion.mdx │ │ │ ├── audio_diffusion.mdx │ │ │ ├── audioldm.mdx │ │ │ ├── cycle_diffusion.mdx │ │ │ ├── dance_diffusion.mdx │ │ │ ├── ddim.mdx │ │ │ ├── ddpm.mdx │ │ │ ├── dit.mdx │ │ │ ├── latent_diffusion.mdx │ │ │ ├── latent_diffusion_uncond.mdx │ │ │ ├── overview.mdx │ │ │ ├── paint_by_example.mdx │ │ │ ├── pndm.mdx │ │ │ ├── repaint.mdx │ │ │ ├── score_sde_ve.mdx │ │ │ ├── semantic_stable_diffusion.mdx │ │ │ ├── spectrogram_diffusion.mdx │ │ │ ├── stable_diffusion │ │ │ │ ├── attend_and_excite.mdx │ │ │ │ ├── controlnet.mdx │ │ │ │ ├── depth2img.mdx │ │ │ │ ├── image_variation.mdx │ │ │ │ ├── img2img.mdx │ │ │ │ ├── inpaint.mdx │ │ │ │ ├── latent_upscale.mdx │ │ │ │ ├── model_editing.mdx │ │ │ │ ├── overview.mdx │ │ │ │ ├── panorama.mdx │ │ │ │ ├── pix2pix.mdx │ │ │ │ ├── pix2pix_zero.mdx │ │ │ │ ├── self_attention_guidance.mdx │ │ │ │ ├── text2img.mdx │ │ │ │ └── upscale.mdx │ │ │ ├── stable_diffusion_2.mdx │ │ │ ├── stable_diffusion_safe.mdx │ │ │ ├── stable_unclip.mdx │ │ │ ├── stochastic_karras_ve.mdx │ │ │ ├── text_to_video.mdx │ │ │ ├── unclip.mdx │ │ │ ├── versatile_diffusion.mdx │ │ │ └── vq_diffusion.mdx │ │ └── schedulers │ │ │ ├── ddim.mdx │ │ │ ├── ddim_inverse.mdx │ │ │ ├── ddpm.mdx │ │ │ ├── deis.mdx │ │ │ ├── dpm_discrete.mdx │ │ │ ├── dpm_discrete_ancestral.mdx │ │ │ ├── euler.mdx │ │ │ ├── euler_ancestral.mdx │ │ │ ├── heun.mdx │ │ │ ├── ipndm.mdx │ │ │ ├── lms_discrete.mdx │ │ │ ├── multistep_dpm_solver.mdx │ │ │ ├── overview.mdx │ │ │ ├── pndm.mdx │ │ │ ├── repaint.mdx │ │ │ ├── score_sde_ve.mdx │ │ │ ├── score_sde_vp.mdx │ │ │ ├── singlestep_dpm_solver.mdx │ │ │ ├── stochastic_karras_ve.mdx │ │ │ ├── unipc.mdx │ │ │ └── vq_diffusion.mdx │ ├── conceptual │ │ ├── contribution.mdx │ │ ├── ethical_guidelines.mdx │ │ ├── evaluation.mdx │ │ └── philosophy.mdx │ ├── imgs │ │ ├── access_request.png │ │ └── diffusers_library.jpg │ ├── index.mdx │ ├── installation.mdx │ ├── optimization │ │ ├── fp16.mdx │ │ ├── habana.mdx │ │ ├── mps.mdx │ │ ├── onnx.mdx │ │ ├── open_vino.mdx │ │ ├── opt_overview.mdx │ │ ├── torch2.0.mdx │ │ └── xformers.mdx │ ├── quicktour.mdx │ ├── stable_diffusion.mdx │ ├── training │ │ ├── controlnet.mdx │ │ ├── dreambooth.mdx │ │ ├── instructpix2pix.mdx │ │ ├── lora.mdx │ │ ├── overview.mdx │ │ ├── text2image.mdx │ │ ├── text_inversion.mdx │ │ └── unconditional_training.mdx │ ├── tutorials │ │ ├── basic_training.mdx │ │ └── tutorial_overview.mdx │ └── using-diffusers │ │ ├── audio.mdx │ │ ├── conditional_image_generation.mdx │ │ ├── contribute_pipeline.mdx │ │ ├── controlling_generation.mdx │ │ ├── custom_pipeline_examples.mdx │ │ ├── custom_pipeline_overview.mdx │ │ ├── depth2img.mdx │ │ ├── img2img.mdx │ │ ├── inpaint.mdx │ │ ├── kerascv.mdx │ │ ├── loading.mdx │ │ ├── loading_overview.mdx │ │ ├── other-modalities.mdx │ │ ├── pipeline_overview.mdx │ │ ├── reproducibility.mdx │ │ ├── reusing_seeds.mdx │ │ ├── rl.mdx │ │ ├── schedulers.mdx │ │ ├── stable_diffusion_jax_how_to.mdx │ │ ├── unconditional_image_generation.mdx │ │ ├── using_safetensors │ │ ├── using_safetensors.mdx │ │ ├── weighted_prompts.mdx │ │ └── write_own_pipeline.mdx │ ├── ko │ ├── _toctree.yml │ ├── in_translation.mdx │ ├── index.mdx │ ├── installation.mdx │ └── quicktour.mdx │ └── zh │ ├── _toctree.yml │ ├── index.mdx │ ├── installation.mdx │ └── quicktour.mdx ├── examples ├── README.md ├── community │ ├── README.md │ ├── bit_diffusion.py │ ├── checkpoint_merger.py │ ├── clip_guided_stable_diffusion.py │ ├── clip_guided_stable_diffusion_img2img.py │ ├── composable_stable_diffusion.py │ ├── ddim_noise_comparative_analysis.py │ ├── imagic_stable_diffusion.py │ ├── img2img_inpainting.py │ ├── interpolate_stable_diffusion.py │ ├── lpw_stable_diffusion.py │ ├── lpw_stable_diffusion_onnx.py │ ├── magic_mix.py │ ├── multilingual_stable_diffusion.py │ ├── one_step_unet.py │ ├── sd_text2img_k_diffusion.py │ ├── seed_resize_stable_diffusion.py │ ├── speech_to_image_diffusion.py │ ├── stable_diffusion_comparison.py │ ├── stable_diffusion_controlnet_img2img.py │ ├── stable_diffusion_controlnet_inpaint.py │ ├── stable_diffusion_controlnet_inpaint_img2img.py │ ├── stable_diffusion_mega.py │ ├── stable_unclip.py │ ├── text_inpainting.py │ ├── tiled_upscaling.py │ ├── unclip_image_interpolation.py │ ├── unclip_text_interpolation.py │ └── wildcard_stable_diffusion.py ├── conftest.py ├── controlnet │ ├── README.md │ ├── requirements.txt │ ├── requirements_flax.txt │ ├── train_controlnet.py │ └── train_controlnet_flax.py ├── dreambooth │ ├── README.md │ ├── requirements.txt │ ├── requirements_flax.txt │ ├── train_dreambooth.py │ ├── train_dreambooth_flax.py │ └── train_dreambooth_lora.py ├── inference │ ├── README.md │ ├── image_to_image.py │ └── inpainting.py ├── instruct_pix2pix │ ├── README.md │ ├── requirements.txt │ └── train_instruct_pix2pix.py ├── research_projects │ ├── README.md │ ├── colossalai │ │ ├── README.md │ │ ├── inference.py │ │ ├── requirement.txt │ │ └── train_dreambooth_colossalai.py │ ├── dreambooth_inpaint │ │ ├── README.md │ │ ├── requirements.txt │ │ ├── train_dreambooth_inpaint.py │ │ └── train_dreambooth_inpaint_lora.py │ ├── intel_opts │ │ ├── README.md │ │ ├── inference_bf16.py │ │ └── textual_inversion │ │ │ ├── README.md │ │ │ ├── requirements.txt │ │ │ └── textual_inversion_bf16.py │ ├── lora │ │ ├── README.md │ │ ├── requirements.txt │ │ └── train_text_to_image_lora.py │ ├── mulit_token_textual_inversion │ │ ├── README.md │ │ ├── multi_token_clip.py │ │ ├── requirements.txt │ │ ├── requirements_flax.txt │ │ ├── textual_inversion.py │ │ └── textual_inversion_flax.py │ ├── multi_subject_dreambooth │ │ ├── README.md │ │ ├── requirements.txt │ │ └── train_multi_subject_dreambooth.py │ └── onnxruntime │ │ ├── README.md │ │ ├── text_to_image │ │ ├── README.md │ │ ├── requirements.txt │ │ └── train_text_to_image.py │ │ ├── textual_inversion │ │ ├── README.md │ │ ├── requirements.txt │ │ └── textual_inversion.py │ │ └── unconditional_image_generation │ │ ├── README.md │ │ ├── requirements.txt │ │ └── train_unconditional.py ├── rl │ ├── README.md │ └── run_diffuser_locomotion.py ├── test_examples.py ├── text_to_image │ ├── README.md │ ├── requirements.txt │ ├── requirements_flax.txt │ ├── train_text_to_image.py │ ├── train_text_to_image_flax.py │ └── train_text_to_image_lora.py ├── textual_inversion │ ├── README.md │ ├── requirements.txt │ ├── requirements_flax.txt │ ├── textual_inversion.py │ └── textual_inversion_flax.py └── unconditional_image_generation │ ├── README.md │ ├── requirements.txt │ └── train_unconditional.py ├── my_inpainting ├── label_list.json ├── my_build_synth_data_baseline.py ├── my_build_synth_data_baseline_large_num.py ├── my_test_inpainting_baseline.py ├── my_test_inpainting_baseline_batch_test.py ├── my_test_inpainting_char.py ├── my_test_inpainting_char_multi.py ├── my_test_inpainting_only_pre_prompt_word_multi.py ├── my_test_inpainting_pure_word_prefix_prompt_batch_test.py ├── my_test_inpainting_with_adapter_char_multi.py ├── my_test_inpainting_with_adapter_with_fussion_te_word_multi.py ├── my_test_inpainting_with_adapter_with_pre_prompt_word_multi.py ├── my_test_inpainting_with_adapter_word_multi.py ├── my_test_inpainting_with_adapter_zero_prompt_char_multi.py ├── my_test_inpainting_with_char_adapter_char_multi.py ├── my_test_inpainting_with_controlnet_batch_test.py ├── my_test_inpainting_with_full_controlnet_batch_test.py ├── my_test_inpainting_with_full_controlnet_dual_text_batch_test.py ├── my_train_only_pre_prompt.sh ├── my_train_prefix_prompt.sh ├── my_train_with_adapter_with_pre_prompt.sh ├── my_train_with_char_adapter.sh ├── my_train_with_controlnet.sh ├── my_train_with_full_controlnet.sh ├── my_train_with_full_controlnet_with_dual_text.sh ├── my_train_with_single_adapter.sh ├── my_train_with_single_adapter_with_fussion_te.sh ├── new_paradigm_any_demo.py ├── new_paradigm_build_baseline.py ├── new_paradigm_build_baseline_no_crop.py ├── new_paradigm_build_demo.py ├── new_paradigm_build_dual_text.py ├── new_paradigm_build_with_text_vae.py ├── new_paradigm_dual_text_encoder.sh ├── new_paradigm_train.sh ├── src │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-310.pyc │ │ └── __init__.cpython-39.pyc │ ├── build_synth_data │ │ ├── __pycache__ │ │ │ ├── batch_utils.cpython-310.pyc │ │ │ ├── crop_tools.cpython-310.pyc │ │ │ ├── glyph_utils.cpython-310.pyc │ │ │ └── rec_inferencer.cpython-310.pyc │ │ ├── batch_utils.py │ │ ├── crop_tools.py │ │ ├── glyph_utils.py │ │ └── rec_inferencer.py │ ├── dataset │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ ├── __init__.cpython-38.pyc │ │ │ ├── __init__.cpython-39.pyc │ │ │ ├── base_text_dataset.cpython-310.pyc │ │ │ ├── batch_utils.cpython-310.pyc │ │ │ ├── crop_image_for_test.cpython-310.pyc │ │ │ ├── new_paradigm_text_dataset.cpython-310.pyc │ │ │ ├── text_dataset.cpython-310.pyc │ │ │ ├── text_dataset.cpython-39.pyc │ │ │ ├── text_mapper.cpython-310.pyc │ │ │ ├── text_mapper.cpython-38.pyc │ │ │ ├── text_mapper.cpython-39.pyc │ │ │ ├── utils.cpython-310.pyc │ │ │ ├── utils.cpython-39.pyc │ │ │ ├── zoom_up_pure_text_dataset.cpython-310.pyc │ │ │ ├── zoom_up_text_dataset.cpython-310.pyc │ │ │ ├── zoom_up_text_dataset.cpython-38.pyc │ │ │ ├── zoom_up_text_dataset.cpython-39.pyc │ │ │ └── zoom_up_with_blank_text_dataset.cpython-310.pyc │ │ ├── base_text_dataset.py │ │ ├── batch_utils.py │ │ ├── crop_image_for_test.py │ │ ├── new_paradigm_text_dataset.py │ │ ├── text_dataset.py │ │ ├── text_mapper.py │ │ ├── utils.py │ │ ├── zoom_up_pure_text_dataset.py │ │ ├── zoom_up_text_dataset.py │ │ └── zoom_up_with_blank_text_dataset.py │ ├── engines │ │ ├── __init__.py │ │ ├── finetune_text_to_image.py │ │ ├── finetune_text_to_image_inpainting.py │ │ ├── finetune_text_to_image_inpainting_with_adapter_with_pre_prompt.py │ │ ├── finetune_text_to_image_inpainting_with_char_adapter.py │ │ ├── finetune_text_to_image_inpainting_with_controlnet.py │ │ ├── finetune_text_to_image_inpainting_with_full_controlnet.py │ │ ├── finetune_text_to_image_inpainting_with_full_controlnet_with_dual_text.py │ │ ├── finetune_text_to_image_inpainting_with_pre_prompt.py │ │ ├── finetune_text_to_image_inpainting_with_prefix_prompt.py │ │ ├── finetune_text_to_image_inpainting_with_single_adapter.py │ │ ├── finetune_text_to_image_inpainting_with_single_adapter_with_fussion_te.py │ │ ├── new_paradigm_inpainting.py │ │ └── new_paradigm_inpainting_dual_text.py │ ├── models │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ ├── __init__.cpython-38.pyc │ │ │ ├── __init__.cpython-39.pyc │ │ │ ├── adapter.cpython-310.pyc │ │ │ ├── adapter.cpython-39.pyc │ │ │ ├── adapter_with_char_embedding.cpython-39.pyc │ │ │ ├── adapter_with_fussion_TE.cpython-310.pyc │ │ │ ├── adapter_with_fussion_TE.cpython-38.pyc │ │ │ ├── adapter_with_fussion_TE.cpython-39.pyc │ │ │ ├── adapter_with_pre_prompt.cpython-310.pyc │ │ │ ├── attention.cpython-310.pyc │ │ │ ├── char_encoder.cpython-310.pyc │ │ │ ├── controlnet.cpython-310.pyc │ │ │ ├── dual_controlnet.cpython-310.pyc │ │ │ ├── fussion_text_embedding.cpython-39.pyc │ │ │ ├── modules.cpython-310.pyc │ │ │ ├── only_pre_prompt.cpython-310.pyc │ │ │ ├── only_prefix_prompt.cpython-310.pyc │ │ │ ├── openaimodel.cpython-310.pyc │ │ │ ├── transformer_2d_with_controlnet.cpython-310.pyc │ │ │ ├── transformer_2d_with_dual_text_controlnet.cpython-310.pyc │ │ │ ├── unet_2d_blocks_with_adapter.cpython-310.pyc │ │ │ ├── unet_2d_blocks_with_adapter.cpython-38.pyc │ │ │ ├── unet_2d_blocks_with_adapter.cpython-39.pyc │ │ │ ├── unet_2d_blocks_with_controlnet.cpython-310.pyc │ │ │ ├── unet_2d_blocks_with_dual_text_controlnet.cpython-310.pyc │ │ │ ├── unet_2d_with_adapter.cpython-310.pyc │ │ │ ├── unet_2d_with_adapter.cpython-38.pyc │ │ │ ├── unet_2d_with_adapter.cpython-39.pyc │ │ │ ├── unet_2d_with_controlnet.cpython-310.pyc │ │ │ ├── unet_2d_with_dual_text.cpython-310.pyc │ │ │ ├── unet_2d_with_dual_text_controlnet.cpython-310.pyc │ │ │ └── union_net.cpython-310.pyc │ │ ├── adapter.py │ │ ├── adapter_with_char_embedding.py │ │ ├── adapter_with_fussion_TE.py │ │ ├── adapter_with_pre_prompt.py │ │ ├── attention.py │ │ ├── char_encoder.py │ │ ├── controlnet.py │ │ ├── dual_controlnet.py │ │ ├── fussion_text_embedding.py │ │ ├── modules.py │ │ ├── only_pre_prompt.py │ │ ├── only_prefix_prompt.py │ │ ├── openaimodel.py │ │ ├── ori_controlnet.py │ │ ├── transformer_2d_with_dual_text_controlnet.py │ │ ├── unet_2d_blocks_with_adapter.py │ │ ├── unet_2d_blocks_with_controlnet.py │ │ ├── unet_2d_blocks_with_dual_text_controlnet.py │ │ ├── unet_2d_with_adapter.py │ │ ├── unet_2d_with_controlnet.py │ │ ├── unet_2d_with_dual_text.py │ │ ├── unet_2d_with_dual_text_controlnet.py │ │ └── union_net.py │ ├── pipelines │ │ ├── __init__.py │ │ ├── __pycache__ │ │ │ ├── __init__.cpython-310.pyc │ │ │ ├── __init__.cpython-39.pyc │ │ │ ├── new_paradigm_inpainting_dual_text_encoder.cpython-310.pyc │ │ │ ├── stable_diffusion_inpainting.cpython-310.pyc │ │ │ ├── stable_diffusion_inpainting.cpython-39.pyc │ │ │ ├── stable_diffusion_inpainting_dual_text_full_controlnet.cpython-310.pyc │ │ │ ├── stable_diffusion_inpainting_full_controlnet.cpython-310.pyc │ │ │ ├── stable_diffusion_inpainting_mask_controlnet.cpython-310.pyc │ │ │ ├── stable_diffusion_inpainting_only_controlnet.cpython-310.pyc │ │ │ ├── stable_diffusion_inpainting_only_pre_prompt.cpython-310.pyc │ │ │ ├── stable_diffusion_inpainting_only_prefix_prompt.cpython-310.pyc │ │ │ ├── stable_diffusion_inpainting_text_glyph.cpython-310.pyc │ │ │ ├── stable_diffusion_inpainting_text_vae_text_glyph.cpython-310.pyc │ │ │ ├── stable_diffusion_inpainting_with_adapter.cpython-39.pyc │ │ │ ├── stable_diffusion_inpainting_with_adapter_with_fussion_te.cpython-310.pyc │ │ │ ├── stable_diffusion_inpainting_with_adapter_with_fussion_te.cpython-39.pyc │ │ │ ├── stable_diffusion_inpainting_with_adapter_zero_prompt.cpython-39.pyc │ │ │ └── stable_diffusion_inpainting_with_char_adapter.cpython-39.pyc │ │ ├── new_paradigm_inpainting_dual_text_encoder.py │ │ ├── stable_diffusion_inpainting.py │ │ ├── stable_diffusion_inpainting_dual_text_full_controlnet.py │ │ ├── stable_diffusion_inpainting_full_controlnet.py │ │ ├── stable_diffusion_inpainting_mask_controlnet.py │ │ ├── stable_diffusion_inpainting_only_controlnet.py │ │ ├── stable_diffusion_inpainting_only_pre_prompt.py │ │ ├── stable_diffusion_inpainting_only_prefix_prompt.py │ │ ├── stable_diffusion_inpainting_text_glyph.py │ │ ├── stable_diffusion_inpainting_text_vae_text_glyph.py │ │ ├── stable_diffusion_inpainting_with_adapter.py │ │ ├── stable_diffusion_inpainting_with_adapter_with_fussion_te.py │ │ ├── stable_diffusion_inpainting_with_adapter_zero_prompt.py │ │ └── stable_diffusion_inpainting_with_char_adapter.py │ └── utils │ │ ├── ori.png │ │ ├── output.png │ │ ├── res.png │ │ ├── res_area.png │ │ ├── res_trilinear.png │ │ └── vis_mask.py ├── train_vae.py └── train_vae.sh ├── my_pipeline.py ├── pyproject.toml ├── requirements.txt ├── scripts ├── __init__.py ├── change_naming_configs_and_checkpoints.py ├── conversion_ldm_uncond.py ├── convert_dance_diffusion_to_diffusers.py ├── convert_ddpm_original_checkpoint_to_diffusers.py ├── convert_diffusers_to_original_stable_diffusion.py ├── convert_dit_to_diffusers.py ├── convert_k_upscaler_to_diffusers.py ├── convert_kakao_brain_unclip_to_diffusers.py ├── convert_ldm_original_checkpoint_to_diffusers.py ├── convert_lora_safetensor_to_diffusers.py ├── convert_models_diffuser_to_diffusers.py ├── convert_ms_text_to_video_to_diffusers.py ├── convert_music_spectrogram_to_diffusers.py ├── convert_ncsnpp_original_checkpoint_to_diffusers.py ├── convert_original_audioldm_to_diffusers.py ├── convert_original_controlnet_to_diffusers.py ├── convert_original_stable_diffusion_to_diffusers.py ├── convert_stable_diffusion_checkpoint_to_onnx.py ├── convert_unclip_txt2img_to_image_variation.py ├── convert_vae_diff_to_onnx.py ├── convert_vae_pt_to_diffusers.py ├── convert_versatile_diffusion_to_diffusers.py ├── convert_vq_diffusion_to_diffusers.py └── generate_logits.py ├── setup.cfg ├── setup.py ├── src ├── diffusers.egg-info │ ├── PKG-INFO │ ├── SOURCES.txt │ ├── dependency_links.txt │ ├── entry_points.txt │ ├── requires.txt │ └── top_level.txt └── diffusers │ ├── __init__.py │ ├── commands │ ├── __init__.py │ ├── diffusers_cli.py │ └── env.py │ ├── configuration_utils.py │ ├── dependency_versions_check.py │ ├── dependency_versions_table.py │ ├── experimental │ ├── README.md │ ├── __init__.py │ └── rl │ │ ├── __init__.py │ │ └── value_guided_sampling.py │ ├── image_processor.py │ ├── loaders.py │ ├── models │ ├── README.md │ ├── __init__.py │ ├── attention.py │ ├── attention_flax.py │ ├── attention_processor.py │ ├── autoencoder_kl.py │ ├── controlnet.py │ ├── controlnet_flax.py │ ├── cross_attention.py │ ├── dual_transformer_2d.py │ ├── embeddings.py │ ├── embeddings_flax.py │ ├── modeling_flax_pytorch_utils.py │ ├── modeling_flax_utils.py │ ├── modeling_pytorch_flax_utils.py │ ├── modeling_utils.py │ ├── prior_transformer.py │ ├── resnet.py │ ├── resnet_flax.py │ ├── t5_film_transformer.py │ ├── transformer_2d.py │ ├── transformer_temporal.py │ ├── unet_1d.py │ ├── unet_1d_blocks.py │ ├── unet_2d.py │ ├── unet_2d_blocks.py │ ├── unet_2d_blocks_flax.py │ ├── unet_2d_condition.py │ ├── unet_2d_condition_flax.py │ ├── unet_3d_blocks.py │ ├── unet_3d_condition.py │ ├── vae.py │ ├── vae_flax.py │ └── vq_model.py │ ├── optimization.py │ ├── pipeline_utils.py │ ├── pipelines │ ├── README.md │ ├── __init__.py │ ├── alt_diffusion │ │ ├── __init__.py │ │ ├── modeling_roberta_series.py │ │ ├── pipeline_alt_diffusion.py │ │ └── pipeline_alt_diffusion_img2img.py │ ├── audio_diffusion │ │ ├── __init__.py │ │ ├── mel.py │ │ └── pipeline_audio_diffusion.py │ ├── audioldm │ │ ├── __init__.py │ │ └── pipeline_audioldm.py │ ├── dance_diffusion │ │ ├── __init__.py │ │ └── pipeline_dance_diffusion.py │ ├── ddim │ │ ├── __init__.py │ │ └── pipeline_ddim.py │ ├── ddpm │ │ ├── __init__.py │ │ └── pipeline_ddpm.py │ ├── dit │ │ ├── __init__.py │ │ └── pipeline_dit.py │ ├── latent_diffusion │ │ ├── __init__.py │ │ ├── pipeline_latent_diffusion.py │ │ └── pipeline_latent_diffusion_superresolution.py │ ├── latent_diffusion_uncond │ │ ├── __init__.py │ │ └── pipeline_latent_diffusion_uncond.py │ ├── onnx_utils.py │ ├── paint_by_example │ │ ├── __init__.py │ │ ├── image_encoder.py │ │ └── pipeline_paint_by_example.py │ ├── pipeline_flax_utils.py │ ├── pipeline_utils.py │ ├── pndm │ │ ├── __init__.py │ │ └── pipeline_pndm.py │ ├── repaint │ │ ├── __init__.py │ │ └── pipeline_repaint.py │ ├── score_sde_ve │ │ ├── __init__.py │ │ └── pipeline_score_sde_ve.py │ ├── semantic_stable_diffusion │ │ ├── __init__.py │ │ └── pipeline_semantic_stable_diffusion.py │ ├── spectrogram_diffusion │ │ ├── __init__.py │ │ ├── continous_encoder.py │ │ ├── midi_utils.py │ │ ├── notes_encoder.py │ │ └── pipeline_spectrogram_diffusion.py │ ├── stable_diffusion │ │ ├── README.md │ │ ├── __init__.py │ │ ├── convert_from_ckpt.py │ │ ├── pipeline_cycle_diffusion.py │ │ ├── pipeline_flax_stable_diffusion.py │ │ ├── pipeline_flax_stable_diffusion_controlnet.py │ │ ├── pipeline_flax_stable_diffusion_img2img.py │ │ ├── pipeline_flax_stable_diffusion_inpaint.py │ │ ├── pipeline_onnx_stable_diffusion.py │ │ ├── pipeline_onnx_stable_diffusion_img2img.py │ │ ├── pipeline_onnx_stable_diffusion_inpaint.py │ │ ├── pipeline_onnx_stable_diffusion_inpaint_legacy.py │ │ ├── pipeline_onnx_stable_diffusion_upscale.py │ │ ├── pipeline_stable_diffusion.py │ │ ├── pipeline_stable_diffusion_attend_and_excite.py │ │ ├── pipeline_stable_diffusion_controlnet.py │ │ ├── pipeline_stable_diffusion_depth2img.py │ │ ├── pipeline_stable_diffusion_image_variation.py │ │ ├── pipeline_stable_diffusion_img2img.py │ │ ├── pipeline_stable_diffusion_inpaint.py │ │ ├── pipeline_stable_diffusion_inpaint_legacy.py │ │ ├── pipeline_stable_diffusion_instruct_pix2pix.py │ │ ├── pipeline_stable_diffusion_k_diffusion.py │ │ ├── pipeline_stable_diffusion_latent_upscale.py │ │ ├── pipeline_stable_diffusion_model_editing.py │ │ ├── pipeline_stable_diffusion_panorama.py │ │ ├── pipeline_stable_diffusion_pix2pix_zero.py │ │ ├── pipeline_stable_diffusion_sag.py │ │ ├── pipeline_stable_diffusion_upscale.py │ │ ├── pipeline_stable_unclip.py │ │ ├── pipeline_stable_unclip_img2img.py │ │ ├── safety_checker.py │ │ ├── safety_checker_flax.py │ │ └── stable_unclip_image_normalizer.py │ ├── stable_diffusion_safe │ │ ├── __init__.py │ │ ├── pipeline_stable_diffusion_safe.py │ │ └── safety_checker.py │ ├── stochastic_karras_ve │ │ ├── __init__.py │ │ └── pipeline_stochastic_karras_ve.py │ ├── text_to_video_synthesis │ │ ├── __init__.py │ │ └── pipeline_text_to_video_synth.py │ ├── unclip │ │ ├── __init__.py │ │ ├── pipeline_unclip.py │ │ ├── pipeline_unclip_image_variation.py │ │ └── text_proj.py │ ├── versatile_diffusion │ │ ├── __init__.py │ │ ├── modeling_text_unet.py │ │ ├── pipeline_versatile_diffusion.py │ │ ├── pipeline_versatile_diffusion_dual_guided.py │ │ ├── pipeline_versatile_diffusion_image_variation.py │ │ └── pipeline_versatile_diffusion_text_to_image.py │ └── vq_diffusion │ │ ├── __init__.py │ │ └── pipeline_vq_diffusion.py │ ├── schedulers │ ├── README.md │ ├── __init__.py │ ├── scheduling_ddim.py │ ├── scheduling_ddim_flax.py │ ├── scheduling_ddim_inverse.py │ ├── scheduling_ddpm.py │ ├── scheduling_ddpm_flax.py │ ├── scheduling_deis_multistep.py │ ├── scheduling_dpmsolver_multistep.py │ ├── scheduling_dpmsolver_multistep_flax.py │ ├── scheduling_dpmsolver_singlestep.py │ ├── scheduling_euler_ancestral_discrete.py │ ├── scheduling_euler_discrete.py │ ├── scheduling_heun_discrete.py │ ├── scheduling_ipndm.py │ ├── scheduling_k_dpm_2_ancestral_discrete.py │ ├── scheduling_k_dpm_2_discrete.py │ ├── scheduling_karras_ve.py │ ├── scheduling_karras_ve_flax.py │ ├── scheduling_lms_discrete.py │ ├── scheduling_lms_discrete_flax.py │ ├── scheduling_pndm.py │ ├── scheduling_pndm_flax.py │ ├── scheduling_repaint.py │ ├── scheduling_sde_ve.py │ ├── scheduling_sde_ve_flax.py │ ├── scheduling_sde_vp.py │ ├── scheduling_unclip.py │ ├── scheduling_unipc_multistep.py │ ├── scheduling_utils.py │ ├── scheduling_utils_flax.py │ └── scheduling_vq_diffusion.py │ ├── training_utils.py │ └── utils │ ├── __init__.py │ ├── accelerate_utils.py │ ├── constants.py │ ├── deprecation_utils.py │ ├── doc_utils.py │ ├── dummy_flax_and_transformers_objects.py │ ├── dummy_flax_objects.py │ ├── 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