├── .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 ├── .github ├── CODE_OF_CONDUCT.md ├── CONTRIBUTING.md ├── ISSUE_TEMPLATE │ ├── 1-bug-report.yml │ ├── 2-feature_request.yml │ ├── 3-new-model.yml │ ├── 4-documentation.yml │ └── config.yml ├── pull_request_template.md └── workflows │ ├── lint.yml │ ├── merge_stage_test.yml │ ├── pr_stage_test.yml │ ├── publish-to-pypi.yml │ └── test_mim.yml ├── .gitignore ├── .owners.yml ├── .pre-commit-config.yaml ├── .pylintrc ├── .readthedocs.yml ├── CITATION.cff ├── LICENSE ├── MANIFEST.in ├── README.md ├── README_zh-CN.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 │ │ │ ├── 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 │ │ └── metafile.yml │ ├── 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 │ │ └── metafile.yml │ ├── 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 │ ├── 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 │ └── 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 └── tutorial.ipynb ├── dicts ├── chinese_english_digits.txt ├── english_digits_symbols.txt ├── english_digits_symbols_space.txt ├── korean_english_digits_symbols.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 │ │ │ ├── aws_s3_obtainer.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 ├── 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 ├── data │ ├── broken.jpg │ ├── det_toy_dataset │ │ ├── imgs │ │ │ └── test │ │ │ │ ├── img_1.jpg │ │ │ │ ├── img_10.jpg │ │ │ │ ├── img_2.jpg │ │ │ │ ├── img_3.jpg │ │ │ │ ├── img_4.jpg │ │ │ │ ├── img_5.jpg │ │ │ │ ├── img_6.jpg │ │ │ │ ├── img_7.jpg │ │ │ │ ├── img_8.jpg │ │ │ │ └── img_9.jpg │ │ └── textdet_test.json │ ├── kie_toy_dataset │ │ └── wildreceipt │ │ │ ├── 1.jpeg │ │ │ ├── 2.jpeg │ │ │ ├── class_list.txt │ │ │ └── data.txt │ └── rec_toy_dataset │ │ ├── broken.lmdb │ │ ├── data.mdb │ │ └── lock.mdb │ │ ├── imgs.lmdb │ │ ├── data.mdb │ │ └── lock.mdb │ │ ├── imgs │ │ ├── 1036169.jpg │ │ ├── 1058891.jpg │ │ ├── 1058892.jpg │ │ ├── 1190237.jpg │ │ ├── 1210236.jpg │ │ ├── 1223729.jpg │ │ ├── 1223731.jpg │ │ ├── 1223732.jpg │ │ ├── 1223733.jpg │ │ └── 1240078.jpg │ │ ├── label.lmdb │ │ ├── data.mdb │ │ └── lock.mdb │ │ ├── labels.json │ │ ├── old_label.jsonl │ │ └── old_label.txt ├── 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 ├── 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 │ 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