v2.10.0

What's Changed

• update docs by @cuicheng01 in #14031
• update paddle2onnx doc by @inisis in #14038
• fix gpu memory growth by @zhangyubo0722 in #14037
• updata en docs by @dyning in #14036
• fix nan in PP-OCRv4 by @wangna11BD in #14043
• update a live promotion by @Zhiiixin in #14042
• reset latex ocr by @zhangyubo0722 in #14046
• Update pyproject.toml for add dependency by @Liyulingyue in #14058
• Fix CMAKE_CXX_FLAGS optimize flag by @Hirozy in #14059
• fix isnan_v2 is not supported in paddle2onnx by @GreatV in #14060
• ci: Fixed docs multi version error by @SWHL in #14048
• fix hyperlinks by @AmberC0209 in #14073
• fix nan in ppocrv4 for benchmark by @wangna11BD in #14072
• ci: Support seperate update of branch docs by @SWHL in #14079
• ci: fixed main doc ci by @SWHL in #14084
• Allow create_predictor function to accept array of ONNX Execution Providers by @Salmondx in #14078
• docs: update quickstart by @SWHL in #14108
• docs: add command line usage documentation of quickstart page by @SWHL in #14110
• docs: add installation documentation of paddle by @SWHL in #14117
• docs: fixed typo by @SWHL in #14118
• image without any text will show a warning by @GreatV in #14132
• doc: remove duplicate paragraphs by @GreatV in #14133
• docs: update paddle2onnx documentations by @GreatV in #14144
• [third-party] Fix the issue of inference errors with KIE mode in ONNX format by @Alex37882388 in #14138
• update tests PR CI github action by @GreatV in #14159
• 移除doc目录下文档，保留fonts和doc_i18n两个目录 by @SWHL in #14156
• 移除ppstructure目录下旧有文档 by @SWHL in #14161
• docs: fixed error image link (#14164) by @SWHL in #14165
• 更新i18n的首页内容到新站点 by @SWHL in #14166
• docs: fix i18n languange code error by @SWHL in #14167
• docs: fix syntax error by @SWHL in #14168
• docs: update i18n docs by @GreatV in #14169
• upgrade to numpy 2.0 and remove imgaug by @GreatV in #13937
• docs: format multi languange docs home page by @SWHL in #14170
• docs: add the missing image by @GreatV in #14180
• Create close_inactive_issues.yaml by @GreatV in #14183
• update hpi config by @zhangyubo0722 in #14076
• Update close_inactive_issues.yaml by @GreatV in #14189
• Update close_inactive_issues.yaml by @GreatV in #14190
• remove lock inactive issues by @GreatV in #14192
• fix benchmark bug by @changdazhou in #14194
• pre-commit autoupdate && pre-commit run --all-files by @cclauss in #14201
• Remove Python 2 compatibility dependency six by @cclauss in #14202
• update quick_start by @AmberC0209 in #14200
• rename train result by @zhangyubo0722 in #14217
• fix benchmark bug by @changdazhou in #14235
• fix benchmark det_r50_vd_pse_v2_0 train error by @GreatV in #14239
• update infer/utility.py to support json format model by @GreatV in #14233
• Support inference for GCU by @EnflameGCU in #14142
• update docs by @AmberC0209 in #14230
• fix: Title text partially missing issue in recovery_to_markdown.py by @Coobiw in #14216
• change_support list by @liuhongen1234567 in #14293
• support latexocr static train by @liuhongen1234567 in #14297
• docs: Fix chinese image being displayed on the english readme page by @khanfarhan10 in #14299
• docs: update quick_start and recognition doc by @GreatV in #14302
• add d2s_train_image_shape for static train by @liuhongen1234567 in #14312
• update install command by @AmberC0209 in #14314
• fix: unable to export images without text to docx format by @GreatV in #14306
• paddle.shape return int64 tensor by @wanghuancoder in #14318
• docs: add warning of Apolications part by @SWHL in #14338
• Update algorithm_rec_cppd.md by @GreatV in #14366
• Update 印章弯曲文字识别.md by @BUJIQI in #14368
• update_det_static by @Sunting78 in #14372
• fix:calcute the left_center_pt and right_center_pt from min_area_quad by @fangfangzk in #14363
• add unimernet model by @liuhongen1234567 in #14357
• fix shape64 by @wanghuancoder in #14376
• add slanext models by @liu-jiaxuan in #14374
• fix: replace rec_image_shape when manually set by @JesuisTong in #14371
• repair type bug for ppocrv3 by @liuhongen1234567 in #14397
• [WIP]support export with pir and no pir by @zhangyubo0722 in #14379
• Add pp formulanet by @liuhongen1234567 in #14429
• repair formula bug when export by @liuhongen1234567 in #14442
• modify export with pir by @zhangyubo0722 in #14441
• update SLANet inference weights for adapt to paddle3.0b2 by @cuicheng01 in #14467
• fix_server_v4_det_output by @Sunting78 in #14472
• fix label_dict save bug by @zhangyubo0722 in #14273
• add ppocrv4_doc dict by @liuhongen1234567 in #14499
• fix latex_ocr inference by @vivienfanghuagood in #14498
• fix SLANeXt export bug by @liu-jiaxuan in #14512
• add version control for export and modify hpi config by @zhangyubo0722 in #14513
• fix slanext export bug by @liu-jiaxuan in #14519
• repair bug in latexocr cpu infer and typo in bleu score by @liuhongen1234567 in #14552
• Fix language error and spelling mistakes in the documentation by @timminator in #14571
• Keep GitHub Actions up to date with GitHub's Dependabot by @cclauss in #14569
• repair train bug in multi gpu by @liuhongen1234567 in #14576
• build(deps): bump the github-actions group with 3 updates by @dependabot in #14573
• remove max inplace grad by @phlrain in #14596
• build(deps): bump pypa/gh-action-pypi-publish from 1.12.3 to 1.12.4 in the github-actions group by @dependabot in #14603
• CPP: emplace_back() replaces many push_back()...to improve performance by @nonwill in #14610
• Add Thai character dictionary for OCR recognition by @Thanajade in #14620
• CPP: Make functions mostly noexcept to improve runtime performance by @nonwill in #14613
• CPP: tidied file header includes by @nonwill in #14621
  *...

v2.9.1

What's Changed

• [cherry-pick] update paddle2onnx doc by @inisis in #14051
• [cherry-pick] fix isnan is not supported and update pyproject by @GreatV in #14061
• [cherry-pick] ci: Fixed docs multi version error by @GreatV in #14063

Full Changelog: v2.9.0...v2.9.1

v2.9.0

What's Changed

• fix: table recognition content is not escaped properly by @GreatV in #13277
• fix bug when layout_predictor is None by @GreatV in #13279
• add url in pyproject, and update version number by @GreatV in #13274
• unifying data types in the SLAHead by @GreatV in #13276
• add PaddleX info to README by @TingquanGao in #13308
• Update expired link in quickstart.md by @ZeddYu in #13253
• optimize func: get_infer_gpuid by @GreatV in #13275
• fix slice op parameters not being passed correctly by @GreatV in #13319
• Solve ModuleNotFoundError: No module named 'tools.infer' by @myhloli in #13348
• Add hardware docs by @nepeplwu in #13329
• add paddlex link by @TingquanGao in #13316
• Fix the dictionary bug in tablerec inference by @Topdu in #13362
• add bn_dict.txt by @taeefnajib in #13373
• add missing docstring in paddleocr.py using copilot by @jzhang533 in #13344
• line 445 program.py by @ManikSinghSarmaal in #13389
• fix layout recovery import error by @GreatV in #13434
• Latexocr paddle by @liuhongen1234567 in #13401
• [doc]add amp train notes for detection train by @andyjiang1116 in #13481
• remove some of the less common dependencies by @GreatV in #13461
• docs: Add a new document site by @SWHL in #13375
• Update mkdocs.yml by @GreatV in #13487
• chore: Update issue template by @SWHL in #13505
• chore: Update bug report template by @SWHL in #13508
• Fix cpp_infer "--enable_mkldnn=false" not effective by @hiroi-sora in #13539
• Enable Main Branch Support for PaddleX by @zhangyubo0722 in #13523
• docs: Update README by @SWHL in #13543
• docs: Update README_en by @SWHL in #13545
• 修改错别字 by @MonkeyBrothers in #13544
• docs: Remove old applications docs by @SWHL in #13551
• fix: 'numpy' has no attribute 'astype' by @laolitou in #13554
• add latexocr docs and fix some typos by @GreatV in #13532
• chore(Issue_template): Add validation of Environment and MPE code by @SWHL in #13559
• skip text files when running test ci by @GreatV in #13561
• fix bug for paddlepaddle3.0 by @changdazhou in #13568
• docs: Update the pdf file path in the operation demonstration by @Gmgge in #13575
• support benchmark for paddlepaddle3.0 by @changdazhou in #13574
• improve the reading experience of some documents by @GreatV in #13562
• update dive into OCR book link by @GreatV in #13581
• docs: Shorten the image path and remove dupliate images by @SWHL in #13585
• docs: Fix docs errors by @SWHL in #13588
• skip text files when running test ci on push by @GreatV in #13582
• docs: Add android_demo docs by @SWHL in #13601
• fix download bug when use multi gpus by @changdazhou in #13610
• disable automatic checks for new version albumentations by @GreatV in #13583
• 修复LaTeXOCR 在paddleX中的一些问题 by @liuhongen1234567 in #13646
• update docs and remove out-of-date event by @GreatV in #13660
• setuptools 72.2.0 result in that MANIFEST.in is invalid by @TingquanGao in #13670
• update docs and remove old docs by @GreatV in #13662
• update docs and fix markdown render error by @GreatV in #13678
• chore: Update issue template by @SWHL in #13679
• cache Python dependencies and PaddleOCR files by @GreatV in #13682
• Add files via upload by @lingskr in #13685
• Update ch_PP-OCRv4_rec_distillation.yml by @jiqirenfeile in #13692
• Remove channel links from docs by @zhangyubo0722 in #13674
• Code Style Unification by @zhangyubo0722 in #13697
• docs: Remove doc/datasets directory and fix docs/datasets documents by @SWHL in #13700
• Provides Vietnamese dictionary and corpus by @lingskr in #13698
• Modify the data processing part of LaTeXOCR and replace the absolute path by a relative path by @liuhongen1234567 in #13702
• use setuptools-scm extracts PaddleOCR versions by @GreatV in #13716
• Repair the bug in the inference script for LaTeX OCR by @liuhongen1234567 in #13750
• fixed: mkldnn -> onednn by @achieve-dream1221 in #13757
• remove unused enumerate by @Kayzwer in #13760
• update applications/overview.md by @GreatV in #13763
• Fix setting of make border epoch by @Sunting78 in #13783
• Fix doc link in docs by @Topdu in #13792
• Add support for Hebrew Language and Alphabet by @johnlockejrr in #13797
• Add Syriac script support by @johnlockejrr in #13800
• update KIE docs by @GreatV in #13799
• fix the CI running errors in tests. by @GreatV in #13846
• Fix pir dy2st train by @0x45f in #13853
• fix SRN algorithm infer error by @GreatV in #13851
• update pretrain for benchmark by @changdazhou in #13820
• fix bugs for SLANet infer by @liu-jiaxuan in #13861
• fix version by @TingquanGao in #13895
• set --image_dir to be required by @GreatV in #13896
• support export after save model by @zhangyubo0722 in #13844
• fix hubserving run error by @GreatV in #13918
• fix lateocr bug by @zhangyubo0722 in #13920
• 1.在ppstructure管道中添加latex_ocr公式识别功能；2.添加pdf转markdown文件功能 by @ztyf-lq in #13868
• updata 2.9, adding new models and supporting all-in-one full developm… by @dyning in #13932
• updata 2.9, adding new models and supporting all-in-one full developm… by @dyning in #13933
• adding new models and supporting all-in-one full development tools by @dyning in #13934
• Update quick_start.md with html, not md by @dyning in #13935
• Update quick_start.md for paddlex by @dyning in #13936
• pdf to markdown document by @ztyf-lq in #13942
• Update algorithm_rec_vitstr_en.md by @GreatV in #13947
• update a live promotion by @Zhiiixin in #13954
• ci: Support multi version docs by @SWHL in #13957
• docs: Add tip of old documents by @SWHL in #13960
• ci: Fix mike error by @SWHL in #13962
• Update README.md, fixed broken quick start link by @Kozmosa in #13965
• fix broken link by @GreatV in #13970
• [NPU] cherrypick13983 by @Wang...

v2.8.1

What's Changed

• [cherry-pick] add project url and fix a bug by @GreatV in #13281
• [cherry-pick] fix slice op parameters not being passed correctly (#13319) by @GreatV in #13324
• Fix the dictionary bug in tablerec inference by @Topdu in #13364

Full Changelog: v2.8.0...v2.8.1

v2.8.0

终于等到你！PaddleOCR 新版本发布！

What's Changed

• [Cherry-pick] #10515 by @ToddBear in #10537
• [BugFix]compat_pillow by @shiyutang in #10596
• [bug fix] fix none res in recovery by @andyjiang1116 in #10603
• Fix seed passing issue of build_dataloader by @RuohengMa in #10614
• [bug fix]rm invalid params by @andyjiang1116 in #10605
• [Cherry-pick] #10441 #10512 by @moehuster in #10593
• 修改数据增强导致的DSR报错 by @xu-peng-7 in #10662
• onnxruntime support gpu by @WenmuZhou in #10668
• Update VQA to use the updated LayoutLM syntax from PaddleNLP by @sijunhe in #9791
• 实现功能：当--savefile为true时，在--output下以当前图片名称后接“.txt”为文件名保存ocr推理结果，解决了issues： by @WilliamQf-AI in #10628
• Cherrypicking GH-10217 and GH-10216 to PaddlePaddle:dygraph by @UserUnknownFactor in #10654
• fix numpy speed by @wanghuancoder in #10773
• Cherrypicking GH-10251 & GH-10181 to PaddleOCR:dygraph by @itasli in #10710
• rec_r45_abinet.yml add max_length and image_size by @xlg-go in #10744
• ch_PP-OCRv4_rec_distill.yml, fix KeyError: 'NRTRLabelDecode' by @xlg-go in #10761
• 根据推理对三通道的图像需求，以及opencv中imread参数说明IMREAD_COLOR(If set, always convert … by @Gmgge in #10777
• Update algorithm_kie_vi_layoutxlm_en.md by @sagarjgb in #10736
• Add new recognition method "ParseQ" by @ToddBear in #10836
• rm fluid for paddle dev by @tink2123 in #10931
• rec_r45_abinet for export model by @xlg-go in #10892
• fix:修复通道数不匹配造成的PPOCRLabel启动失败问题#10748,根据更新日志发现#10655，由于paddleocr中增加了对… by @Gmgge in #10847
• [New] add rec CPPD model by @Topdu in #10990
• fix cls_x and bbox_x is possibly unbound by @SigureMo in #10991
• add svtr large model by @zhangyubo0722 in #10937
• [WIP]support eval pre epoch by @zhangyubo0722 in #11003
• Update kie_datasets_en.md by @sagarjgb in #10735
• fix import collection for py310 by @tink2123 in #11012
• update ppocrv4_framework by @tink2123 in #11048
• Update how_to_do_kie_en.md by @sagarjgb in #10731
• add cppd u14m train model and doc by @Topdu in #11052
• Fixed bug with "max_text_length" for VisionLAN by @victor30608 in #11025
• Cherrypicking GH-10923 to PaddleOCR:dygraph by @itasli in #11069
• Update quickstart_en.md by @sagarjgb in #10732
• Update README.md by @sagarjgb in #10733
• Update algorithm_overview_en.md by @sagarjgb in #10734
• [Cherry-pick] Cherry-pick from release/2.6 by @shiyutang in #11092
• [TIPC]update tipc scripts by @USTCKAY in #11097
• fix satrn export for paddle2.5 by @tink2123 in #11096
• [BugFix]Fix parseq net by @shiyutang in #11126
• update uygur dict by @hfengzhi in #11125
• Add tipc for "ParseQ" method by @ToddBear in #10843
• fix SAR inference, when batch size>1, norm_img_batch and valid_ratios… by @shiyunalex in #11238
• v4 det cml configs by @sylarwcy in #11258
• 解決recognition的train test分割程式執行後的文檔每行間多出一行空格 by @DingHsun in #11280
• Fix for Ambiguous Boolean Evaluation Error in PaddleOCR with Python 3.11 by @muhammadAgfian96 in #11287
• Dygraph【benchmark】add max_mem_reserved for benchmark by @mmglove in #11284
• Fix bug when running on XPU by @RuohengMa in #11299
• Dygraph by @RuohengMa in #11301
• Dygraph fix max_mem_reserved for benchmark by @mmglove in #11341
• 在check_gpu时增加对当前环境可用设备的检查 by @TracebaK in #11293
• Fixed some bugs that caused PPOCRLabel to crash, added ability to expand checkboxes by @g39088902 in #11236
• fix a bug for rec_postprocess.py by @Ataraxy33 in #11389
• Optimize prediction on long image and deduplicate similar boxes with multiple lables by @marswen in #11366
• doc: add doc for satrn by @wkml in #11397
• Update zeros' comment in rec_abinet_head.py by @YesianRohn in #11374
• Fix QPointF IndexError: list index out of range by @firmament2008 in #11393
• update paddlex of readme by @zhangyubo0722 in #11422
• chore: add notes for docker gpu deploy PP-OCRv4 by @sheiy in #11390
• Fix words by @co63oc in #11448
• [Feature]Complete the ppocrv4_act by @ranchongzhi in #11345
• rm QR code in the document by @tink2123 in #11512
• rm QR code by @tink2123 in #11532
• Fix dead links by @MatKollar in #11520
• cherry-pick for lazy import pymupdf and pre-commit by @tink2123 in #11692
• adapter new type promotion rule for Paddle 2.6 by @zxcd in #11698
• setup a workflow for publishing package to pypi by @jzhang533 in #11804
• update link mentioned at #11763 by @jzhang533 in #11764
• fix AttributeError by @GreatV in #11686
• fix: Correct misuse of try_import from paddle.utils by @neteroster in #11820
• Update quickstart.md for a better python pdf demo by @qwedc001 in #11927
• Update quickstart_en.md by @qwedc001 in #11934
• Enhance the OCR recognition accuracy of PPStructure. by @RussellLuo in #11916
• add u14m results of cppd by @Topdu in #11943
• use tensor.shape bug not paddle.shape(tensor) by @wanghuancoder in #11919
• add pre-commit workflow by @GreatV in #11973
• docs: Update FAQ.md, delete repeated question by @xu8117 in #11972
• Fix the bug where Python scripts fail to execute PDF text recognition… by @guangyunms in #11994
• 【OCR Issue No.9】以可选形式支持Visualdl by @Liyulingyue in #11947
• fix weird version info by @GreatV in #12003
• 【OCR Issue No.9】移除明确不适合放在ppocr依赖中的依赖项 by @Liyulingyue in #11946
• Burmese Language dict and corpus by @1chimaruGin in #12020
• 面版识别添加onnx支持完善 by @heweisheng in #12068
• Update README.md by @dyning in #12086
• fix readme codestyle by @GreatV in #12095
• fix wrong link for 通用OCR in README.txt by @tackhwa in #12100
• move PPOCRLabel to PFCCLab/PPOCRLabel by @GreatV in #12104
• move StyleText to PFCCLab/StyleText by @GreatV in #12121
• openocr compti code by @Topdu in #12033
• table rec code by @invictuszhao in #11999
• Error with pyclipper inhomogeneous expanded array by @zovelsanj in #12108
• 【OCR Issue No.2】修复训练过程中找不到對應模型和训练时计算精度报错 by @mattheliu in https://github.com/PaddlePaddle/Paddle...

PaddleOCRv2.7.5

fix broken v2.7.4

PaddleOCRv2.7.4

This release contains the missed commits from v2.7.0 to v2.7.1.
fixed : #11824

PaddleOCRv2.7.3

What's Changed

fixed #11808

PaddleOCRv2.7.2

What's Changed

• add finnish language files by @savikko in #10850
• fix cls_x and bbox_x is possibly unbound by @SigureMo in #10973
• update ppocrv4_framework by @tink2123 in #11047
• Update ONNX conversion readme_ch.md by @greyovo in #11030
• [TIPC]update tipc scripts and rm fluid api by @USTCKAY in #11098
• fix a bug for rec_postprocess.py by @Ataraxy33 in #11408
• Modify readme 27 by @zhangyubo0722 in #11424
• fix: layout recovery image:xxx.png,err msg: list index out of range by @santlchogva in #11405
• rm QR code in the document by @tink2123 in #11511
• rm QR code by @tink2123 in #11533
• Update custom.md by @jzhang533 in #11636
• fix AttributeError by @GreatV in #11556
• update pre-commit config by @jzhang533 in #11682
• lazy import PyMuPDF by @jzhang533 in #11685
• setup a workflow for publishing package to pypi, and bump version to … by @jzhang533 in #11800

New Contributors

• @savikko made their first contribution in #10850
• @greyovo made their first contribution in #11030
• @santlchogva made their first contribution in #11405
• @jzhang533 made their first contribution in #11636

Full Changelog: v2.7.0...v2.7.2

PaddleOCRv2.7.1

New Projects

• Add Parseq recognition model.(#10836)
• Add text recognition function to return single character coordinates.(#10515)

New Features

• Add savefile option to save OCR output results.(#10628)
• Add more data preprocessing options to ppocr.py.(#10217)
• A single damaged image does not affect data set inference. (#10216)
• Compatible with fitz version. (#10181)
• Compatible with Pillow10.0 upgrade. (#10405)
• Add Finnish dictionary file. (#10850)
• Onnxruntime supports GPU. (#10668)
• TIPC supports XPU and NPU. (#10658, #10460)
• Add inference on mlu devices. (#10249)

BugFix

• Fixed cannot find the library error when packaged into exe on windows. (#10502)
• Fixed the bug of recognize page is affected by the maximum number of PDF files when recognize multiple PDF files. (#10290)
• Fixed the problem of PPOCRLabel startup failure caused by mismatch in channel number. (#10847)
• Fix memory leak problem of cpp inference. (#10441)
• Modify DSR error caused by data enhancement. (#10662)
• Fix training seed problem. (#10614)
• Fix table_master tipc error. (#10514)
• Fixed the problem of error reporting when ppocr.py uses wandb. (#10251)
• Fix memory leak in predict_rec.py. (#10688)
• Fixed the issue where dis and iou cannot be calculated correctly due to the index error of structure_boxes in the PaddleStructure::rebuild_table function. (#10810)
• Compatible with paddle 2.5 fluid exit. (#10391)
• Fix the performance problem of Tensor.numpy under stride. (#10773)
• Adapt the size of ABINet during export to the size of ABINetRecResizeImg. (#10892)
• ABINet training error. (#10744)
• Fix KeyError in ch_PP-OCRv4_rec_distill.yml. (#10761)

Documentations Fix

• Fix algorithm_kie_vi_layoutxlm_en.md, kie_datasets_en.md, README.md, algorithm_overview.md, how_to_do_kie_en.md document issues. (#10717)
• Update documentation issues with setup.py. (#10749)
• Add pyyaml ​​library in requirements.txt. (#10653)

New Projects

• 增加Parseq 识别模型。（#10836）
• 增加文字识别返回单字识别坐标功能。（#10515）

New Features

• 增加savefile选项，保存ocr输出结果。（#10628）
• 增加ppocr.py 更多数据预处理选项。（#10217）
• 单张破损图片不影响整体数据集推理。（#10216）
• 兼容fitz版本。（#10181）
• 兼容Pillow10.0升级。（#10405）
• 增加芬兰语字典文件。（#10850）
• Onnxruntime 支持GPU。（#10668）
• TIPC支持XPU、NPU。（#10658，#10460）
• 增加在mlu设备上的推理。（#10249）

BugFix

• 修复windows打包成exe找不到库的问题。（#10502）
• 修复多次识别pdf，受第一次页面最大数量影响的bug。（#10290）
• 修复通道数不匹配造成的PPOCRLabel启动失败问题。（#10847）
• 修复cpp推理的内存泄漏问题。（#10441）
• 修改数据增强导致的DSR报错。(#10662）
• 修复训练seed传递问题。（ #10614）
• 修复 table_master tipc 报错。（#10514）
• 修复ppocr.py使用wandb报错问题。（#10251）
• 修复predict_rec.py中的内存泄漏问题。（#10688）
• 修复PaddleStructure::rebuild_table函数中structure_boxes的索引错误导致dis和iou无法正确计算的问题。（#10810）
• 兼容paddle 2.5 fluid退场。 （#10391）
• 修复stride下Tensor.numpy的性能问题。（#10773）
• ABINet导出时尺寸适应 ABINetRecResizeImg 的尺寸。（#10892）
• ABINet训练报错问题。（#10744）
• 解决ch_PP-OCRv4_rec_distill.yml中的keyError报错问题。（#10761）

Documentations Fix

• 修复 algorithm_kie_vi_layoutxlm_en.md、kie_datasets_en.md 、README.md、algorithm_overview.md、how_to_do_kie_en.md文档问题（#10717）
• 更新setup.py的文档问题（#10749）
• 修复requirements.txt中没有pyyaml库的问题（#10653）

New Contributors

• @RuohengMa made their first contribution in #10614
• @WilliamQf-AI made their first contribution in #10628
• @xlg-go made their first contribution in #10744
• @Gmgge made their first contribution in #10777
• @victor30608 made their first contribution in #11025

Full Changelog: v2.7.0...v2.7.1