diff --git a/4.0.0.tar.gz b/4.0.0.tar.gz
deleted file mode 100644
index 45e688a4c62c50d34005778b11dfc3d7ce93f80a..0000000000000000000000000000000000000000
Binary files a/4.0.0.tar.gz and /dev/null differ
diff --git a/tesseract-5.1.0.tar.gz b/tesseract-5.1.0.tar.gz
new file mode 100644
index 0000000000000000000000000000000000000000..0436c0ebb31933b5db920bf6e560b33edaf9e7de
Binary files /dev/null and b/tesseract-5.1.0.tar.gz differ
diff --git a/tesseract.spec b/tesseract.spec
index 65337c2b1bd9c4de9d0d8d6d3c719103f69f7a9b..475afa100fcb38f016185743160610409cab49ed 100644
--- a/tesseract.spec
+++ b/tesseract.spec
@@ -1,11 +1,11 @@
 Name:                tesseract
-Version:             4.0.0
+Version:             5.1.0
 Release:             1
 Summary:             Raw OCR Engine
 License:             Apache 2.0 and BSD-2-Clause
 URL:                 https://github.com/tesseract-ocr/%{name}
-Source0:             https://github.com/tesseract-ocr/tesseract/archive/%{version}.tar.gz
-Patch0:              tesseract_datadir.patch
+Source0:             https://github.com/tesseract-ocr/tesseract/archive/%{name}-%{version}.tar.gz
+Patch0:              tesseract_cmake.patch
 BuildRequires:       automake autoconf-archive gcc-c++ libtool libtiff-devel leptonica-devel
 BuildRequires:       cairo-devel libicu-devel pango-devel
 BuildRequires:       tesseract-langpack-eng
@@ -49,12 +49,9 @@ mkdir -p %{buildroot}/%{_datadir}/%{name}/tessdata/
 %license LICENSE
 %doc AUTHORS ChangeLog README.md
 %{_bindir}/%{name}
-%dir %{_datadir}/%{name}
-%dir %{_datadir}/%{name}/tessdata
-%{_datadir}/%{name}/tessdata/configs/
-%{_datadir}/%{name}/tessdata/tessconfigs/
-%{_datadir}/%{name}/tessdata/pdf.ttf
-%{_libdir}/lib%{name}*.so.4*
+%{_datadir}/%{name}/
+%{_libdir}/lib%{name}.so*
+%{_datadir}/tessdata/
 
 %files devel
 %{_includedir}/%{name}
@@ -68,19 +65,19 @@ mkdir -p %{buildroot}/%{_datadir}/%{name}/tessdata/
 %{_bindir}/combine_lang_model
 %{_bindir}/combine_tessdata
 %{_bindir}/dawg2wordlist
-%{_bindir}/language-specific.sh
 %{_bindir}/lstmeval
 %{_bindir}/lstmtraining
 %{_bindir}/merge_unicharsets
 %{_bindir}/mftraining
 %{_bindir}/set_unicharset_properties
 %{_bindir}/shapeclustering
-%{_bindir}/tesstrain.sh
-%{_bindir}/tesstrain_utils.sh
 %{_bindir}/text2image
 %{_bindir}/unicharset_extractor
 %{_bindir}/wordlist2dawg
 
 %changelog
+* Thu Jul 28 2022 fushanqing <fushanqing@kylinos.cn> - 5.1.0-1
+- update to 5.1.0
+
 * Fri Jan 8 2021 chengzihan <chengzihan2@huawei.com> - 4.0.0-1
 - Package init
diff --git a/tesseract_cmake.patch b/tesseract_cmake.patch
new file mode 100644
index 0000000000000000000000000000000000000000..1ba8472d13c44ecd5dc0f37e01691a977af3aefc
--- /dev/null
+++ b/tesseract_cmake.patch
@@ -0,0 +1,70 @@
+diff -rupN --no-dereference tesseract-5.1.0/CMakeLists.txt tesseract-5.1.0-new/CMakeLists.txt
+--- tesseract-5.1.0/CMakeLists.txt	2022-03-01 17:25:45.000000000 +0100
++++ tesseract-5.1.0-new/CMakeLists.txt	2022-03-02 15:47:55.575671906 +0100
+@@ -328,7 +328,7 @@ elseif(UNIX)
+     set(LIB_pthread pthread)
+   endif()
+ elseif(WIN32)
+-  set(LIB_Ws2_32 Ws2_32)
++  set(LIB_Ws2_32 ws2_32)
+ endif()
+ 
+ add_definitions("-DCMAKE_BUILD")
+@@ -770,11 +770,14 @@ set_target_properties(libtesseract
+ set_target_properties(libtesseract
+   PROPERTIES SOVERSION ${VERSION_MAJOR}.${VERSION_MINOR}.${VERSION_PATCH})
+ 
+-if(WIN32)
++if(MSVC)
+   set_target_properties(libtesseract
+      PROPERTIES OUTPUT_NAME tesseract${VERSION_MAJOR}${VERSION_MINOR})
+   set_target_properties(libtesseract
+      PROPERTIES DEBUG_OUTPUT_NAME tesseract${VERSION_MAJOR}${VERSION_MINOR}d)
++elseif(MINGW)
++  set_target_properties(libtesseract PROPERTIES SUFFIX "-${VERSION_MAJOR}${VERSION_MINOR}${CMAKE_SHARED_LIBRARY_SUFFIX}")
++  set_target_properties(libtesseract PROPERTIES OUTPUT_NAME tesseract)
+ else()
+   set_target_properties(libtesseract PROPERTIES OUTPUT_NAME tesseract)
+ endif()
+@@ -882,9 +885,9 @@ install(
+ 
+ if(INSTALL_CONFIGS)
+ install(FILES ${TESSERACT_CONFIGS}
+-        DESTINATION ${CMAKE_INSTALL_PREFIX}/share/tessdata/configs)
++        DESTINATION ${TESSDATA_PREFIX}/tessdata/configs)
+ install(FILES ${TESSERACT_TESSCONFIGS}
+-        DESTINATION ${CMAKE_INSTALL_PREFIX}/share/tessdata/tessconfigs)
++        DESTINATION ${TESSDATA_PREFIX}/tessdata/tessconfigs)
+ endif()
+ 
+ # ##############################################################################
+diff -rupN tesseract-5.1.0/src/training/CMakeLists.txt tesseract-5.1.0-new/src/training/CMakeLists.txt
+--- tesseract-5.1.0/src/training/CMakeLists.txt	2022-03-01 17:25:45.000000000 +0100
++++ tesseract-5.1.0-new/src/training/CMakeLists.txt	2022-03-11 11:14:25.962728696 +0100
+@@ -108,7 +108,7 @@ if(NOT DISABLED_LEGACY_ENGINE)
+     common/trainingsampleset.h)
+ endif()
+ 
+-add_library(common_training ${COMMON_TRAINING_SRC})
++add_library(common_training STATIC ${COMMON_TRAINING_SRC})
+ target_include_directories(common_training PUBLIC common
+                                                   ${CMAKE_CURRENT_BINARY_DIR})
+ target_link_libraries(common_training PUBLIC libtesseract)
+@@ -242,7 +242,7 @@ if(ICU_FOUND)
+ 
+   file(GLOB unicharset_training_src unicharset/*)
+ 
+-  add_library(unicharset_training ${unicharset_training_src})
++  add_library(unicharset_training STATIC ${unicharset_training_src})
+   if(SW_BUILD)
+     target_link_libraries(unicharset_training
+                           PUBLIC common_training org.sw.demo.unicode.icu.i18n)
+@@ -361,7 +361,7 @@ if(ICU_FOUND)
+ 
+     file(GLOB pango_training_src pango/*)
+ 
+-    add_library(pango_training ${pango_training_src})
++    add_library(pango_training STATIC ${pango_training_src})
+     target_link_libraries(pango_training PUBLIC unicharset_training)
+     if(SW_BUILD)
+       target_link_libraries(pango_training
diff --git a/tesseract_datadir.patch b/tesseract_datadir.patch
deleted file mode 100644
index c98e3a49792f3e7b6e83cd1c89f51104d1a28868..0000000000000000000000000000000000000000
--- a/tesseract_datadir.patch
+++ /dev/null
@@ -1,49 +0,0 @@
-diff -rupN tesseract-4.0.0/src/ccutil/Makefile.am tesseract-4.0.0-new/src/ccutil/Makefile.am
---- tesseract-4.0.0/src/ccutil/Makefile.am	2018-10-29 09:53:12.000000000 +0100
-+++ tesseract-4.0.0-new/src/ccutil/Makefile.am	2018-11-13 15:23:08.331318335 +0100
-@@ -3,7 +3,7 @@ AM_CXXFLAGS =
- AM_CPPFLAGS =
- 
- if !NO_TESSDATA_PREFIX
--AM_CXXFLAGS += -DTESSDATA_PREFIX=@datadir@
-+AM_CXXFLAGS += -DTESSDATA_PREFIX=@datadir@/tesseract/
- endif
- 
- if VISIBILITY
-diff -rupN tesseract-4.0.0/src/lstm/Makefile.am tesseract-4.0.0-new/src/lstm/Makefile.am
---- tesseract-4.0.0/src/lstm/Makefile.am	2018-10-29 09:53:12.000000000 +0100
-+++ tesseract-4.0.0-new/src/lstm/Makefile.am	2018-11-13 15:23:08.332317564 +0100
-@@ -12,7 +12,7 @@ SUBDIRS =
- AM_CXXFLAGS = $(OPENMP_CXXFLAGS)
- 
- if !NO_TESSDATA_PREFIX
--AM_CXXFLAGS += -DTESSDATA_PREFIX=@datadir@
-+AM_CXXFLAGS += -DTESSDATA_PREFIX=@datadir@/tesseract/
- endif
- 
- if VISIBILITY
-diff -rupN tesseract-4.0.0/tessdata/configs/Makefile.am tesseract-4.0.0-new/tessdata/configs/Makefile.am
---- tesseract-4.0.0/tessdata/configs/Makefile.am	2018-10-29 09:53:12.000000000 +0100
-+++ tesseract-4.0.0-new/tessdata/configs/Makefile.am	2018-11-13 15:23:08.332317564 +0100
-@@ -1,3 +1,3 @@
--datadir = @datadir@/tessdata/configs
-+datadir = @datadir@/tesseract/tessdata/configs
- data_DATA = inter makebox box.train unlv ambigs.train lstm.train lstmdebug api_config kannada box.train.stderr quiet logfile digits hocr tsv linebox pdf rebox strokewidth bigram txt
- EXTRA_DIST = inter makebox box.train unlv ambigs.train lstm.train lstmdebug api_config kannada box.train.stderr quiet logfile digits hocr tsv linebox pdf rebox strokewidth bigram txt
-diff -rupN tesseract-4.0.0/tessdata/Makefile.am tesseract-4.0.0-new/tessdata/Makefile.am
---- tesseract-4.0.0/tessdata/Makefile.am	2018-10-29 09:53:12.000000000 +0100
-+++ tesseract-4.0.0-new/tessdata/Makefile.am	2018-11-13 15:23:08.332317564 +0100
-@@ -1,4 +1,4 @@
--datadir = @datadir@/tessdata
-+datadir = @datadir@/tesseract/tessdata
- 
- data_DATA = pdf.ttf
- EXTRA_DIST = $(data_DATA)
-diff -rupN tesseract-4.0.0/tessdata/tessconfigs/Makefile.am tesseract-4.0.0-new/tessdata/tessconfigs/Makefile.am
---- tesseract-4.0.0/tessdata/tessconfigs/Makefile.am	2018-10-29 09:53:12.000000000 +0100
-+++ tesseract-4.0.0-new/tessdata/tessconfigs/Makefile.am	2018-11-13 15:23:08.332317564 +0100
-@@ -1,3 +1,3 @@
--datadir = @datadir@/tessdata/tessconfigs
-+datadir = @datadir@/tesseract/tessdata/tessconfigs
- data_DATA = batch batch.nochop nobatch matdemo segdemo msdemo
- EXTRA_DIST = batch batch.nochop nobatch matdemo segdemo msdemo