diff --git a/common/shlibs b/common/shlibs
index e8b08a85de5..3d5db5f1c58 100644
--- a/common/shlibs
+++ b/common/shlibs
@@ -2273,7 +2273,7 @@ libhttp_parser.so.2.9 http-parser-2.9.0_1
 libmaa.so.4 libmaa-1.4.2_1
 libcodeblocks.so.0 codeblocks-13.12_1
 libleptonica.so.6 leptonica-1.84.0_1
-libtesseract.so.4 tesseract-ocr-4.0.0_1
+libtesseract.so.5 tesseract-ocr-5.3.3_1
 libffmpegthumbnailer.so.4 ffmpegthumbnailer-2.0.10_1
 libopenraw.so.7 libopenraw-0.1.0_1
 libopenrawgnome.so.7 libopenraw-0.1.0_1
diff --git a/srcpkgs/tesseract-ocr-kur b/srcpkgs/tesseract-ocr-kmr
similarity index 100%
rename from srcpkgs/tesseract-ocr-kur
rename to srcpkgs/tesseract-ocr-kmr
diff --git a/srcpkgs/tesseract-ocr-kur_ara b/srcpkgs/tesseract-ocr-kur_ara
deleted file mode 120000
index 79bcf15f05b..00000000000
--- a/srcpkgs/tesseract-ocr-kur_ara
+++ /dev/null
@@ -1 +0,0 @@
-tesseract-ocr
\ No newline at end of file
diff --git a/srcpkgs/tesseract-ocr/files/COPYING b/srcpkgs/tesseract-ocr/files/COPYING
deleted file mode 100644
index 11e05af425f..00000000000
--- a/srcpkgs/tesseract-ocr/files/COPYING
+++ /dev/null
@@ -1,14 +0,0 @@
-This repository contains language data for Tesseract Open Source
-OCR Engine. All data in the repository are licensed under the Apache 
-License:
-
-** Licensed under the Apache License, Version 2.0 (the "License");
-** you may not use this file except in compliance with the License.
-** You may obtain a copy of the License at
-** http://www.apache.org/licenses/LICENSE-2.0
-** Unless required by applicable law or agreed to in writing, software
-** distributed under the License is distributed on an "AS IS" BASIS,
-** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-** See the License for the specific language governing permissions and
-** limitations under the License.
-
diff --git a/srcpkgs/tesseract-ocr/patches/disable-neon.patch b/srcpkgs/tesseract-ocr/patches/disable-neon.patch
new file mode 100644
index 00000000000..d491ef1e47b
--- /dev/null
+++ b/srcpkgs/tesseract-ocr/patches/disable-neon.patch
@@ -0,0 +1,14 @@
+--- a/configure.ac
++++ b/configure.ac
+@@ -177,6 +177,11 @@
+     AC_DEFINE([HAVE_NEON], [1], [Enable NEON instructions])
+     ;;
+ 
++  arm|armv7l)
++
++    AC_MSG_WARN([No compiler options for $host_cpu])
++    ;;
++
+   arm*)
+ 
+     AX_CHECK_COMPILE_FLAG([-mfpu=neon], [neon=true], [neon=false], [$WERROR])
diff --git a/srcpkgs/tesseract-ocr/patches/musl-sys-time.patch b/srcpkgs/tesseract-ocr/patches/musl-sys-time.patch
index 9c6337d1886..5c75864248f 100644
--- a/srcpkgs/tesseract-ocr/patches/musl-sys-time.patch
+++ b/srcpkgs/tesseract-ocr/patches/musl-sys-time.patch
@@ -1,12 +1,13 @@
---- a/src/ccutil/ocrclass.h	2019-07-07 14:34:08.000000000 +0200
-+++ b/src/ccutil/ocrclass.h	2019-07-08 10:47:15.347415888 +0200
-@@ -31,6 +31,9 @@
- #ifdef _WIN32
- #include <winsock2.h> // for timeval
- #endif
+--- a/include/tesseract/ocrclass.h
++++ b/include/tesseract/ocrclass.h
+@@ -29,6 +29,10 @@
+ 
+ #include <chrono>
+ #include <ctime>
 +#ifndef __GLIBC__
 +#include <sys/time.h>
 +#endif
++
+ 
+ namespace tesseract {
  
- /**********************************************************************
-  * EANYCODE_CHAR
diff --git a/srcpkgs/tesseract-ocr/template b/srcpkgs/tesseract-ocr/template
index de6df3a768d..49b40458883 100644
--- a/srcpkgs/tesseract-ocr/template
+++ b/srcpkgs/tesseract-ocr/template
@@ -1,14 +1,15 @@
 # Template file for 'tesseract-ocr'
 pkgname=tesseract-ocr
-version=4.1.1
-revision=9
-_tessdataver=4.0.0
+version=5.3.3
+revision=1
+_tessdataver=4.1.0
 create_wrksrc=yes
 build_style=gnu-configure
 configure_args="LIBLEPT_HEADERSDIR=${XBPS_CROSS_BASE}/usr/include $(vopt_enable openmp)"
 make_build_args="all training"
 hostmakedepends="automake libtool pkg-config leptonica libxslt asciidoc"
-makedepends="cairo-devel pango-devel leptonica-devel $(vopt_if openmp libgomp-devel) icu-devel"
+makedepends="cairo-devel pango-devel leptonica-devel $(vopt_if openmp libgomp-devel) icu-devel
+ libarchive-devel libcurl-devel"
 short_desc="Tesseract Open Source OCR engine"
 maintainer="Orphaned <orphan@voidlinux.org>"
 license="Apache-2.0"
@@ -16,13 +17,15 @@ homepage="https://github.com/tesseract-ocr/tesseract"
 distfiles="
  https://github.com/tesseract-ocr/tesseract/archive/${version}.tar.gz>${pkgname}-${version}.tar.gz
  https://github.com/tesseract-ocr/tessdata/archive/${_tessdataver}.tar.gz>tessdata-${_tessdataver}.tar.gz"
-checksum="2a66ff0d8595bff8f04032165e6c936389b1e5727c3ce5a27b3e059d218db1cb
- 38c637d3a1763f6c3d32e8f1d979f045668676ec5feb8ee1869ee77cedd31b08"
+checksum="dc4329f85f41191b2d813b71b528ba6047745813474e583ccce8795ff2ff5681
+ 990fffb9b7a9b52dc9a2d053a9ef6852ca2b72bd8dfb22988b0b990a700fd3c7"
 
 build_options="openmp"
 build_options_default="openmp"
 desc_option_openmp="Enable Open MP (gomp)"
 
+disable_parallel_build=yes # fails to build otherwise
+
 # Create a package for one specific language $1
 pkg_lang() {
 	local f script lang=$1
@@ -46,8 +49,8 @@ pkg_lang() {
 
 post_extract() {
 	mv tesseract-${version}/* .
+	rm -rf tessdata-${_tessdataver}/{tessconfigs,configs,pdf.ttf}
 	mv tessdata-${_tessdataver}/* ${wrksrc}/tessdata
-	rmdir tessdata-${_tessdataver}
 }
 pre_configure() {
 	NOCONFIGURE=1 ./autogen.sh
@@ -62,7 +65,6 @@ post_install() {
 	mv ${DESTDIR}/usr/share/man/man1/tesseract{,-ocr}.1
 	vdoc ChangeLog
 	vdoc README.md
-	vlicense ${FILESDIR}/COPYING LICENSE-tessdata
 	# Move the pseudo languges "equ" (math / equation detection) and
 	# "osd" (orientation and script detection) to the main package
 	for lang in equ osd; do
@@ -79,13 +81,6 @@ tesseract-ocr-tools_package() {
 		vmkdir usr/share/tesseract
 		vmkdir usr/share/man/man1
 		vmkdir usr/share/man/man5
-		# Copy shell scripts
-		for f in language-specific.sh tesstrain.sh tesstrain_utils.sh; do
-			if [ -e ${wrksrc}/training/${f} ]; then
-				cp -a ${wrksrc}/training/${f} \
-					${PKGDESTDIR}/usr/share/tesseract
-			fi
-		done
 		# Move tool manual pages
 		for f in ambiguous_words cntraining combine_tessdata \
 			dawg2wordlist mftraining shapeclustering unicharambigs \
@@ -99,7 +94,8 @@ tesseract-ocr-tools_package() {
 	}
 }
 tesseract-ocr-devel_package() {
-	depends="${sourcepkg}>=${version}_${revision}"
+	depends="${sourcepkg}>=${version}_${revision} leptonica-devel
+	 libarchive-devel libcurl-devel"
 	short_desc+=" - development files"
 	pkg_install() {
 		vmove usr/include/tesseract
@@ -129,7 +125,7 @@ tesseract-ocr-all_package() {
 	for lang in afr amh ara asm aze aze_cyrl bel ben bod bos bre bul cat ceb \
 		ces chi_sim chi_tra chr cos cym dan deu div dzo ell eng enm epo est eus fao \
 		fas fil fin fra frk frm fry gla gle glg grc guj hat heb hin hrv hun hye iku ind isl ita \
-		ita_old jav jpn kan kat kat_old kaz khm kir kor kur kur_ara lao lat lav lit ltz mal mar \
+		ita_old jav jpn kan kat kat_old kaz khm kir kmr kor lao lat lav lit ltz mal mar \
 		mkd mlt mon mri msa mya nep nld nor oci ori pan pol por que pus ron rus san sin slk slv \
 		snd spa spa_old sqi srp srp_latn sun swa swe syr tam tat tel tgk tgl tha tir ton tur \
 		uig ukr urd uzb uzb_cyrl vie yid yor \
@@ -576,6 +572,13 @@ tesseract-ocr-kir_package() {
 		$(pkg_lang ${pkgname#tesseract-ocr-})
 	}
 }
+tesseract-ocr-kmr_package() {
+	depends="${sourcepkg}>=${version}_${revision}"
+	short_desc+=" - Kurmanji (Kurdish - Latin Script) language data"
+	pkg_install() {
+		$(pkg_lang ${pkgname#tesseract-ocr-})
+	}
+}
 tesseract-ocr-kor_package() {
 	depends="${sourcepkg}>=${version}_${revision}"
 	short_desc+=" - Korean language data"
@@ -583,20 +586,6 @@ tesseract-ocr-kor_package() {
 		$(pkg_lang ${pkgname#tesseract-ocr-})
 	}
 }
-tesseract-ocr-kur_package() {
-	depends="${sourcepkg}>=${version}_${revision}"
-	short_desc+=" - Kurdish language data"
-	pkg_install() {
-		$(pkg_lang ${pkgname#tesseract-ocr-})
-	}
-}
-tesseract-ocr-kur_ara_package() {
-	depends="${sourcepkg}>=${version}_${revision}"
-	short_desc+=" - Kurdish (Arabic) language data"
-	pkg_install() {
-		$(pkg_lang ${pkgname#tesseract-ocr-})
-	}
-}
 tesseract-ocr-lao_package() {
 	depends="${sourcepkg}>=${version}_${revision}"
 	short_desc+=" - Lao language data"