Font matcher from image
Author: c | 2025-04-25
Font Matcher is a Free portable match a font utility that enables you to identify a font from a image or picture. Font matcher accepts fonts that are in .BMP (bitmap) format. Identify a Font with Font Matcher. To use the tool 3. Font Squirrel Matcherator. You can identify a font from an image with Font Squirrel's Matcherator too. You could upload the image or even provide an image URL so that
Font Matcherator - Identify Fonts from Image - Pinterest
MegaMatcher 4.1, VeriFinger 6.3, VeriLook 5.0, VeriEye 2.3, VeriSpeak 1.0 SDK LicenseAgreementIMPORTANT - Read this License Agreement CarefullyBy buying MegaMatcher 4.1, VeriFinger 6.3, VeriLook 5.0, VeriEye 2.3, VeriSpeak 1.0 Standardor Extended SDK you indicate your acceptance of this License Agreement. Definitions and InterpretationsIn this Agreement, unless the context otherwise requires: "SDK" means the software development kit product, which is covered by this License Agreement, and which contains MegaMatcher 4.1 SDK, VeriFinger 6.3 SDK, VeriLook 5.0 SDK, VeriEye 2.3 SDK, VeriSpeak 1.0 SDK parts and the following components: 1. Fingerprint Extractor - provides functionality of fingerprint template creation and fingerprint capturing from supported fingerprint scanners; 2. Fingerprint Segmenter - provides functionality of slap fingerprint image segmentation into particular fingerprint images; 3. Fingerprint WSQ - provides functionality of fingerprint image compression and decompression from/to WSQ format; 4. Fingerprint BSS - provides support of biometric standards related to fingerprints; 5. Fingerprint Matcher - provides functionality of fingerprint template matching; 6. Fast Fingerprint Matcher - provides functionality of fast fingerprint template matching; 7. Face Extractor - provides functionality of face detection and face template creation; 8. Face BSS - provides support of biometric standards related to faces; 9. Face Matcher - provides functionality of face template matching; 10. Fast Face Matcher - provides functionality of fast face template matching; 11. Iris Extractor - provides functionality of iris template creation; 12. Iris BSS - provides support of biometric standards related to iris; 13. Iris Matcher - provides functionality of iris template matching; 14. Fast Iris
Fontspring Matcherator :: Find Fonts From An Image
The Ultimate Font Matcher Tool From pairing bold fonts for impactful headlines with clean ones for body text to designing cohesive branding materials, Pixlr’s Text Editor’s features make matching fonts seamless for social media graphics, promotional designs, and creative projects. How To Match Fonts In Pixlr? 1 Open Pixlr Express and create a new canvas. Select the Text Editor from the left menu, click on ‘Add new text’. 2 Start by selecting a font for your main text. For secondary text, pick a contrasting font from the library. 3 Create a clear visual hierarchy by scaling the font sizes. Use the Line Spacing and Letter Spacing tools to harmonize fonts with styles. 4 Apply a consistent color scheme using the Fill feature to tie the fonts together. Position the fonts strategically to maintain balance. 5 Drag and drop to fine-tune the fonts’ placements. Preview different font pairings directly on the canvas to see which combinations work best. Do More with Pixlr AI Tools Smart Resize Collage Maker Face Swap Remove Background Image Generator Generative Fill Generative Expand Super Scale Super Sharp Remove Noise Sticker Maker AI Backdrop Remove Object Frequently Asked Questions How can I pair fonts effectively in Pixlr? Start by choosing fonts with contrasting yet harmonious styles, such as combining a bold serif font for headings with a clean sans-serif for body text. Use Pixlr's Text Editor to adjust sizes, spacing, and alignment to ensure the fonts work well together. Does Pixlr offer tools to help with font pairing? Yes, Pixlr provides a variety of fonts and customization options, including spacing, alignment, and color adjustments, enabling you to create well-matched font combinations. Can I upload my own fonts to Pixlr? Currently, Pixlr does not support uploading custom fonts. However, the platform offers a wide selection of fonts to suit various design needs. How do I adjust font spacing in Pixlr? Within the Text Editor, use the letter and line spacing tools to modify the space between characters and lines. Can I change font colors in Pixlr to match my design? Yes, the text editor’s Fill feature allows you to apply any color to your text. Are there pre-designed text styles in Pixlr? Yes, Pixlr offers a variety of pre-designed text styles that can serve as inspiration for font pairings. Is Pixlr suitable for professional typography work? Yes, with its range of fonts and text customization tools, Pixlr is suitable for creating professional-quality typography in your designs.Font Matcherator, Find Fonts in Images
Into VeriLook 5.0 Standard SDK 2. Three Single Computer Licenses of Face Client component 3. One Concurrent Network License of Face Client component 4. Unlimited Matching Server License of Matching Server component VeriEye 2.3 Standard SDK: 1. One Single Computer License of Iris Extractor component 2. One Single Computer License of Iris Matcher component VeriEye 2.3 Extended SDK: 1. All components licenses included into VeriEye 2.3 Standard SDK 2. Three Single Computer Licenses of Iris Client component 3. One Concurrent Network License of Iris Client component 4. Unlimited Matching Server License of Matching Server component VeriSpeak 1.0 Standard SDK: 1. One Single Computer License of Voice Extractor component 2. One Single Computer License of Voice Matcher component VeriSpeak 1.0 Extended SDK: 1. All components licenses included into VeriSpeak 1.0 Standard SDK 2. Three Single Computer Licenses of Voice Client component 3. One Concurrent Network License of Voice Client component 4. Unlimited Matching Server License of Matching Server component MegaMatcher 4.1 Standard SDK: 1. All components licenses included into VeriFinger 6.3 Extended SDK 2. All components licenses included into VeriLook 5.0 Extended SDK 3. All components licenses included into VeriEye 2.3 Extended SDK 4. All components licenses included into VeriSpeak 1.0 Extended SDK 5. One Single Computer License of Fast Fingerprint Matcher component 6. One Single Computer License of Fast Face Matcher component 7. One Single Computer License of Fast Iris Matcher component 8. One Single Computer License of Palm Print Matcher component 9. One Single Computer License of Palm Print. Font Matcher is a Free portable match a font utility that enables you to identify a font from a image or picture. Font matcher accepts fonts that are in .BMP (bitmap) format. Identify a Font with Font Matcher. To use the toolFontspring Matcherator :: Find Fonts From An Image - Pinterest
You want to activate the exact AC-Q matcher described in this paper please do set(OLD_ACQ ON). The new AC-Q is an approximation of the old version but faster.Deactivating AC descriptorsJust be sure that the CMakeLists.txt file has the ACD flag set to OFF (.e.g. set(ACD OFF)).Compiling on Linuxmkdir -p build && cd build && cmake .. && makeGetting StartedInput Arguments:"-im1 PATH/im1.png" Selects the query input image."-im2 PATH/im2.png" Selects the target input image."-im3 PATH/im3.png" Selects the a-contrario input image and activates the a-contrario Matcher. (None by default)"-max_keys_im3 VALUE_N" Sets the maximum number of keypoints to be used for the a-contrario Matcher to VALUE_N. (All by default)"-applyfilter VALUE_F" Selects the geometric filter to apply, the number VALUE_F stands for:1 -> ORSA Fundamental2 -> ORSA Homography (Default)3 -> USAC Fundamental4 -> USAC Homography"-desc VALUE_X" Selects the SIIM method. VALUE_X stands for:1 -> SIFT2 -> SURF11 -> Root-SIFT (Default)21 -> HALF-SIFT22 -> HALF-ROOT-SIFT3 -> BRISK4 -> BRIEF5 -> ORB6 -> DAISY7 -> AKAZE8 -> LATCH9 -> FREAK10 -> LUCID13 -> AGAST30 -> AC31 -> AC-W32 -> AC-Q41 -> DIF12842 -> LDA12843 -> DIF6444 -> LDA64"-covering VALUE_C" Selects the near optimal covering to be used. Available choices are: 1.4, 1.5, 1.6, 1.7, 1.8, 1.9 and 2. (-1.0 uses desc default covering and -0.5 looks for 2simu.csv file)"-match_ratio VALUE_M" Sets the Nearest Neighbour Distance Ratio. VALUE_M is a real number between 0 and 1. (0.6 for SURF and 0.8 for SIFT based)"-filter_precision VALUE_P" Sets the precision threshold for ORSA or USAC. VALUE_P is normally in termsFont Matcherator - Identify Fonts in Images - uk.pinterest.com
X86-64, version 1 (GNU/Linux), dynamically linked, interpreter /lib64/l, for GNU/Linux 3.2.0, BuildID[sha1]=809b2f2d5157a8872dcd140977ba01adfca0e7ad, strippedThe closest thing to any existing information I could find was this bugthat the owner could not reproduce after a reboot(for what it's worth, I can reproduce after a reboot): Segfault: new in version 2.0.2, Ubuntu MATE 16.04 Application segfaults/exits with a bus error, sometimes on launch, sometimes later. This is a new development after updating to version 2.0.2. Trying to launch with GDB produces:Starting program: /usr/bin/keepassx[Thread debugging using libthread_db enabled]Using host libthread_db library "/lib/x86_64-linux-gnu/libthread_db.so.1".Cannot find user-level thread for LWP 5299: generic error actually a bug in keepassx, not keepassxc,but I get the same behavior in both.$ gdb /usr/bin/keepassxGNU gdb (Ubuntu 8.1-0ubuntu3) 8.1.0.20180409-gitCopyright (C) 2018 Free Software Foundation, Inc.License GPLv3+: GNU GPL version 3 or later This is free software: you are free to change and redistribute it.There is NO WARRANTY, to the extent permitted by law. Type "show copying"and "show warranty" for details.This GDB was configured as "x86_64-linux-gnu".Type "show configuration" for configuration details.For bug reporting instructions, please see:.Find the GDB manual and other documentation resources online at:.For help, type "help".Type "apropos word" to search for commands related to "word"...Reading symbols from /usr/bin/keepassx...(no debugging symbols found)...done.(gdb) runStarting program: /usr/bin/keepassx [Thread debugging using libthread_db enabled]Using host libthread_db library "/lib/x86_64-linux-gnu/libthread_db.so.1".Cannot find user-level thread for LWP 14893: generic errorOne debugging strategy I've found is to use set verbose onbefore running the executable.Here is the output in case that is of use:Starting program: /usr/bin/keepassxc Using PIE (Position Independent Executable) displacement 0x555555554000 for "/usr/bin/keepassxc".Reading symbols from /lib64/ld-linux-x86-64.so.2...Reading symbols from /usr/lib/debug//lib/x86_64-linux-gnu/ld-2.27.so...done.done.Reading symbols from system-supplied DSO at 0x7ffff7ffa000...(no debugging symbols found)...done.Reading in symbols for rtld.c...done.Reading symbols from /usr/lib/x86_64-linux-gnu/libsodium.so.23...(no debugging symbols found)...done.Reading symbols from /usr/lib/x86_64-linux-gnu/libQt5Network.so.5...Reading symbols from /usr/lib/debug/.build-id/46/2cebeefa58e5ccff5415b007f6a24425f29ada.debug...done.done.Reading symbols from /usr/lib/x86_64-linux-gnu/libQt5Widgets.so.5...Reading symbols from /usr/lib/debug/.build-id/f2/5f1c8a72b396ac28a985f7297d3ba0ed6cd567.debug...done.done.Reading symbols from /usr/lib/x86_64-linux-gnu/libQt5Gui.so.5...Reading symbols from /usr/lib/debug/.build-id/d2/9dfc2cdd3a3ae0e1110f0c87c2778c8998efbe.debug...done.done.Reading symbols from /usr/lib/x86_64-linux-gnu/libcurl-gnutls.so.4...(no debugging symbols found)...done.Reading symbols from /usr/lib/x86_64-linux-gnu/libykpers-1.so.1...(no debugging symbols found)...done.Reading symbols from /usr/lib/x86_64-linux-gnu/libzxcvbn.so.0...(no debugging symbols found)...done.Reading symbols from /usr/lib/x86_64-linux-gnu/libargon2.so.0...(no debugging symbols found)...done.Reading symbols from /lib/x86_64-linux-gnu/libgcrypt.so.20...(no debugging symbols found)...done.Reading symbols from /lib/x86_64-linux-gnu/libz.so.1...(no debugging symbols found)...done.Reading symbols from /usr/lib/x86_64-linux-gnu/libQt5DBus.so.5...Reading symbols from /usr/lib/debug/.build-id/06/31cf3ce1c914e12696428ca4ed84951f588f6e.debug...done.done.Reading symbols from /usr/lib/x86_64-linux-gnu/libQt5Core.so.5...Reading symbols from /usr/lib/debug/.build-id/fb/710113d79e6ddae5d5495d0721dfe1b70d5e82.debug...done.done.Reading symbols from /usr/lib/x86_64-linux-gnu/libstdc++.so.6...Reading symbols from /usr/lib/debug/.build-id/57/0bf32e8698fce3bfacc4a8b010827f842d1dd6.debug...done.done.Registering libstdc++-v6 pretty-printer for /usr/lib/x86_64-linux-gnu/libstdc++.so.6 ...Registering xmethod matcher '%s' with %s' ...Registering xmethod matcher '%s' with %s' ...Registering xmethod matcher '%s' with %s' ...Registering xmethod matcher '%s' with %s' ...Registering xmethod matcher '%s' with %s' ...Registering xmethod matcher '%s' with %s' ...Registering xmethod matcher '%s' with %s' ...Registering xmethod matcher '%s' with %s' ...Registering xmethod matcher '%s' with %s' ...Registering xmethod matcher '%s' with %s' ...Registering xmethod matcher '%s' with %s' ...Registering xmethod matcher '%s' with %s' ...Registering xmethod matcher '%s' with %s' ...Registering xmethod matcher '%s' with %s' ...Registering xmethod matcher '%s' with %s' ...Reading symbols from /lib/x86_64-linux-gnu/libm.so.6...Reading symbols from /usr/lib/debug//lib/x86_64-linux-gnu/libm-2.27.so...done.done.Reading symbols from /lib/x86_64-linux-gnu/libc.so.6...Reading symbols from /usr/lib/debug//lib/x86_64-linux-gnu/libc-2.27.so...done.done.Reading symbols from /lib/x86_64-linux-gnu/libpthread.so.0...Reading symbols from /usr/lib/debug/.build-id/28/c6aade70b2d40d1f0f3d0a1a0cad1ab816448f.debug...done.done.Registering glibc-pthread-locks pretty-printer for /lib/x86_64-linux-gnu/libpthread.so.0 ...[Thread debugging using libthread_db enabled]Using host libthread_db library "/lib/x86_64-linux-gnu/libthread_db.so.1".Reading symbols from /usr/lib/x86_64-linux-gnu/libGL.so.1...(no debugging symbols found)...done.Reading symbols from /usr/lib/x86_64-linux-gnu/libpng16.so.16...Reading symbols from /usr/lib/debug/.build-id/d5/32f2230c3c84289a0833fc0c1352aaac5892c6.debug...done.done.Reading symbols from /usr/lib/x86_64-linux-gnu/libharfbuzz.so.0...(no debugging symbols found)...done.Reading symbols from /lib/x86_64-linux-gnu/libgcc_s.so.1...Reading symbols from /usr/lib/debug/.build-id/41/bdc55c07d5e5b1d8ab38e2c19b1f535855e084.debug...done.done.Reading symbols fromFont Matcherator - Identify Fonts in Images - Pinterest
Matcher - provides functionality of fast iris template matching; 15. Voice Extractor - provides functionality of voice template creation; 16. Voice Matcher - provides functionality of voice template matching; 17. Palm Print Client - provides functionality of palm print template creation, palm print capturing from supported palm print scanners, support of biometric standards related to palm prints; 18. Palm Print Matcher - provides functionality of palm print template matching; 19. Matching Server - provides functionality of communication with client side, database and fingerprint/face/iris/palm print matching components; 20. Cluster Server - allows distribute matching functionality among computers connected over network; 21. Fingerprint Client - covers Fingerprint Extractor, Fingerprint BSS, Fingerprint Segmenter, Fingerprint WSQ components; 22. Face Client - covers Face Extractor, Face BSS components; 23. Iris Client - covers Iris Extractor, Iris BSS components; 24. Voice Client - covers Voice Extractor component. The following component and their installation licenses are included in the particular software development kits: VeriFinger 6.3 Standard SDK: 1. One Single Computer License of Fingerprint Extractor component 2. One Single Computer License of Fingerprint Matcher component VeriFinger 6.3 Extended SDK: 1. All components licenses included into VeriFinger 6.3 Standard SDK 2. Three Single Computer Licenses of Fingerprint Client component 3. One Concurrent Network License of Fingerprint Client component 4. Unlimited Matching Server License of Matching Server component VeriLook 5.0 Standard SDK: 1. One Single Computer License of Face Extractor component 2. One Single Computer License of Face Matcher component VeriLook 5.0 Extended SDK: 1. All components licenses included. Font Matcher is a Free portable match a font utility that enables you to identify a font from a image or picture. Font matcher accepts fonts that are in .BMP (bitmap) format. Identify a Font with Font Matcher. To use the toolComments
MegaMatcher 4.1, VeriFinger 6.3, VeriLook 5.0, VeriEye 2.3, VeriSpeak 1.0 SDK LicenseAgreementIMPORTANT - Read this License Agreement CarefullyBy buying MegaMatcher 4.1, VeriFinger 6.3, VeriLook 5.0, VeriEye 2.3, VeriSpeak 1.0 Standardor Extended SDK you indicate your acceptance of this License Agreement. Definitions and InterpretationsIn this Agreement, unless the context otherwise requires: "SDK" means the software development kit product, which is covered by this License Agreement, and which contains MegaMatcher 4.1 SDK, VeriFinger 6.3 SDK, VeriLook 5.0 SDK, VeriEye 2.3 SDK, VeriSpeak 1.0 SDK parts and the following components: 1. Fingerprint Extractor - provides functionality of fingerprint template creation and fingerprint capturing from supported fingerprint scanners; 2. Fingerprint Segmenter - provides functionality of slap fingerprint image segmentation into particular fingerprint images; 3. Fingerprint WSQ - provides functionality of fingerprint image compression and decompression from/to WSQ format; 4. Fingerprint BSS - provides support of biometric standards related to fingerprints; 5. Fingerprint Matcher - provides functionality of fingerprint template matching; 6. Fast Fingerprint Matcher - provides functionality of fast fingerprint template matching; 7. Face Extractor - provides functionality of face detection and face template creation; 8. Face BSS - provides support of biometric standards related to faces; 9. Face Matcher - provides functionality of face template matching; 10. Fast Face Matcher - provides functionality of fast face template matching; 11. Iris Extractor - provides functionality of iris template creation; 12. Iris BSS - provides support of biometric standards related to iris; 13. Iris Matcher - provides functionality of iris template matching; 14. Fast Iris
2025-03-30The Ultimate Font Matcher Tool From pairing bold fonts for impactful headlines with clean ones for body text to designing cohesive branding materials, Pixlr’s Text Editor’s features make matching fonts seamless for social media graphics, promotional designs, and creative projects. How To Match Fonts In Pixlr? 1 Open Pixlr Express and create a new canvas. Select the Text Editor from the left menu, click on ‘Add new text’. 2 Start by selecting a font for your main text. For secondary text, pick a contrasting font from the library. 3 Create a clear visual hierarchy by scaling the font sizes. Use the Line Spacing and Letter Spacing tools to harmonize fonts with styles. 4 Apply a consistent color scheme using the Fill feature to tie the fonts together. Position the fonts strategically to maintain balance. 5 Drag and drop to fine-tune the fonts’ placements. Preview different font pairings directly on the canvas to see which combinations work best. Do More with Pixlr AI Tools Smart Resize Collage Maker Face Swap Remove Background Image Generator Generative Fill Generative Expand Super Scale Super Sharp Remove Noise Sticker Maker AI Backdrop Remove Object Frequently Asked Questions How can I pair fonts effectively in Pixlr? Start by choosing fonts with contrasting yet harmonious styles, such as combining a bold serif font for headings with a clean sans-serif for body text. Use Pixlr's Text Editor to adjust sizes, spacing, and alignment to ensure the fonts work well together. Does Pixlr offer tools to help with font pairing? Yes, Pixlr provides a variety of fonts and customization options, including spacing, alignment, and color adjustments, enabling you to create well-matched font combinations. Can I upload my own fonts to Pixlr? Currently, Pixlr does not support uploading custom fonts. However, the platform offers a wide selection of fonts to suit various design needs. How do I adjust font spacing in Pixlr? Within the Text Editor, use the letter and line spacing tools to modify the space between characters and lines. Can I change font colors in Pixlr to match my design? Yes, the text editor’s Fill feature allows you to apply any color to your text. Are there pre-designed text styles in Pixlr? Yes, Pixlr offers a variety of pre-designed text styles that can serve as inspiration for font pairings. Is Pixlr suitable for professional typography work? Yes, with its range of fonts and text customization tools, Pixlr is suitable for creating professional-quality typography in your designs.
2025-04-24You want to activate the exact AC-Q matcher described in this paper please do set(OLD_ACQ ON). The new AC-Q is an approximation of the old version but faster.Deactivating AC descriptorsJust be sure that the CMakeLists.txt file has the ACD flag set to OFF (.e.g. set(ACD OFF)).Compiling on Linuxmkdir -p build && cd build && cmake .. && makeGetting StartedInput Arguments:"-im1 PATH/im1.png" Selects the query input image."-im2 PATH/im2.png" Selects the target input image."-im3 PATH/im3.png" Selects the a-contrario input image and activates the a-contrario Matcher. (None by default)"-max_keys_im3 VALUE_N" Sets the maximum number of keypoints to be used for the a-contrario Matcher to VALUE_N. (All by default)"-applyfilter VALUE_F" Selects the geometric filter to apply, the number VALUE_F stands for:1 -> ORSA Fundamental2 -> ORSA Homography (Default)3 -> USAC Fundamental4 -> USAC Homography"-desc VALUE_X" Selects the SIIM method. VALUE_X stands for:1 -> SIFT2 -> SURF11 -> Root-SIFT (Default)21 -> HALF-SIFT22 -> HALF-ROOT-SIFT3 -> BRISK4 -> BRIEF5 -> ORB6 -> DAISY7 -> AKAZE8 -> LATCH9 -> FREAK10 -> LUCID13 -> AGAST30 -> AC31 -> AC-W32 -> AC-Q41 -> DIF12842 -> LDA12843 -> DIF6444 -> LDA64"-covering VALUE_C" Selects the near optimal covering to be used. Available choices are: 1.4, 1.5, 1.6, 1.7, 1.8, 1.9 and 2. (-1.0 uses desc default covering and -0.5 looks for 2simu.csv file)"-match_ratio VALUE_M" Sets the Nearest Neighbour Distance Ratio. VALUE_M is a real number between 0 and 1. (0.6 for SURF and 0.8 for SIFT based)"-filter_precision VALUE_P" Sets the precision threshold for ORSA or USAC. VALUE_P is normally in terms
2025-04-15X86-64, version 1 (GNU/Linux), dynamically linked, interpreter /lib64/l, for GNU/Linux 3.2.0, BuildID[sha1]=809b2f2d5157a8872dcd140977ba01adfca0e7ad, strippedThe closest thing to any existing information I could find was this bugthat the owner could not reproduce after a reboot(for what it's worth, I can reproduce after a reboot): Segfault: new in version 2.0.2, Ubuntu MATE 16.04 Application segfaults/exits with a bus error, sometimes on launch, sometimes later. This is a new development after updating to version 2.0.2. Trying to launch with GDB produces:Starting program: /usr/bin/keepassx[Thread debugging using libthread_db enabled]Using host libthread_db library "/lib/x86_64-linux-gnu/libthread_db.so.1".Cannot find user-level thread for LWP 5299: generic error actually a bug in keepassx, not keepassxc,but I get the same behavior in both.$ gdb /usr/bin/keepassxGNU gdb (Ubuntu 8.1-0ubuntu3) 8.1.0.20180409-gitCopyright (C) 2018 Free Software Foundation, Inc.License GPLv3+: GNU GPL version 3 or later This is free software: you are free to change and redistribute it.There is NO WARRANTY, to the extent permitted by law. Type "show copying"and "show warranty" for details.This GDB was configured as "x86_64-linux-gnu".Type "show configuration" for configuration details.For bug reporting instructions, please see:.Find the GDB manual and other documentation resources online at:.For help, type "help".Type "apropos word" to search for commands related to "word"...Reading symbols from /usr/bin/keepassx...(no debugging symbols found)...done.(gdb) runStarting program: /usr/bin/keepassx [Thread debugging using libthread_db enabled]Using host libthread_db library "/lib/x86_64-linux-gnu/libthread_db.so.1".Cannot find user-level thread for LWP 14893: generic errorOne debugging strategy I've found is to use set verbose onbefore running the executable.Here is the output in case that is of use:Starting program: /usr/bin/keepassxc Using PIE (Position Independent Executable) displacement 0x555555554000 for "/usr/bin/keepassxc".Reading symbols from /lib64/ld-linux-x86-64.so.2...Reading symbols from /usr/lib/debug//lib/x86_64-linux-gnu/ld-2.27.so...done.done.Reading symbols from system-supplied DSO at 0x7ffff7ffa000...(no debugging symbols found)...done.Reading in symbols for rtld.c...done.Reading symbols from /usr/lib/x86_64-linux-gnu/libsodium.so.23...(no debugging symbols found)...done.Reading symbols from /usr/lib/x86_64-linux-gnu/libQt5Network.so.5...Reading symbols from /usr/lib/debug/.build-id/46/2cebeefa58e5ccff5415b007f6a24425f29ada.debug...done.done.Reading symbols from /usr/lib/x86_64-linux-gnu/libQt5Widgets.so.5...Reading symbols from /usr/lib/debug/.build-id/f2/5f1c8a72b396ac28a985f7297d3ba0ed6cd567.debug...done.done.Reading symbols from /usr/lib/x86_64-linux-gnu/libQt5Gui.so.5...Reading symbols from /usr/lib/debug/.build-id/d2/9dfc2cdd3a3ae0e1110f0c87c2778c8998efbe.debug...done.done.Reading symbols from /usr/lib/x86_64-linux-gnu/libcurl-gnutls.so.4...(no debugging symbols found)...done.Reading symbols from /usr/lib/x86_64-linux-gnu/libykpers-1.so.1...(no debugging symbols found)...done.Reading symbols from /usr/lib/x86_64-linux-gnu/libzxcvbn.so.0...(no debugging symbols found)...done.Reading symbols from /usr/lib/x86_64-linux-gnu/libargon2.so.0...(no debugging symbols found)...done.Reading symbols from /lib/x86_64-linux-gnu/libgcrypt.so.20...(no debugging symbols found)...done.Reading symbols from /lib/x86_64-linux-gnu/libz.so.1...(no debugging symbols found)...done.Reading symbols from /usr/lib/x86_64-linux-gnu/libQt5DBus.so.5...Reading symbols from /usr/lib/debug/.build-id/06/31cf3ce1c914e12696428ca4ed84951f588f6e.debug...done.done.Reading symbols from /usr/lib/x86_64-linux-gnu/libQt5Core.so.5...Reading symbols from /usr/lib/debug/.build-id/fb/710113d79e6ddae5d5495d0721dfe1b70d5e82.debug...done.done.Reading symbols from /usr/lib/x86_64-linux-gnu/libstdc++.so.6...Reading symbols from /usr/lib/debug/.build-id/57/0bf32e8698fce3bfacc4a8b010827f842d1dd6.debug...done.done.Registering libstdc++-v6 pretty-printer for /usr/lib/x86_64-linux-gnu/libstdc++.so.6 ...Registering xmethod matcher '%s' with %s' ...Registering xmethod matcher '%s' with %s' ...Registering xmethod matcher '%s' with %s' ...Registering xmethod matcher '%s' with %s' ...Registering xmethod matcher '%s' with %s' ...Registering xmethod matcher '%s' with %s' ...Registering xmethod matcher '%s' with %s' ...Registering xmethod matcher '%s' with %s' ...Registering xmethod matcher '%s' with %s' ...Registering xmethod matcher '%s' with %s' ...Registering xmethod matcher '%s' with %s' ...Registering xmethod matcher '%s' with %s' ...Registering xmethod matcher '%s' with %s' ...Registering xmethod matcher '%s' with %s' ...Registering xmethod matcher '%s' with %s' ...Reading symbols from /lib/x86_64-linux-gnu/libm.so.6...Reading symbols from /usr/lib/debug//lib/x86_64-linux-gnu/libm-2.27.so...done.done.Reading symbols from /lib/x86_64-linux-gnu/libc.so.6...Reading symbols from /usr/lib/debug//lib/x86_64-linux-gnu/libc-2.27.so...done.done.Reading symbols from /lib/x86_64-linux-gnu/libpthread.so.0...Reading symbols from /usr/lib/debug/.build-id/28/c6aade70b2d40d1f0f3d0a1a0cad1ab816448f.debug...done.done.Registering glibc-pthread-locks pretty-printer for /lib/x86_64-linux-gnu/libpthread.so.0 ...[Thread debugging using libthread_db enabled]Using host libthread_db library "/lib/x86_64-linux-gnu/libthread_db.so.1".Reading symbols from /usr/lib/x86_64-linux-gnu/libGL.so.1...(no debugging symbols found)...done.Reading symbols from /usr/lib/x86_64-linux-gnu/libpng16.so.16...Reading symbols from /usr/lib/debug/.build-id/d5/32f2230c3c84289a0833fc0c1352aaac5892c6.debug...done.done.Reading symbols from /usr/lib/x86_64-linux-gnu/libharfbuzz.so.0...(no debugging symbols found)...done.Reading symbols from /lib/x86_64-linux-gnu/libgcc_s.so.1...Reading symbols from /usr/lib/debug/.build-id/41/bdc55c07d5e5b1d8ab38e2c19b1f535855e084.debug...done.done.Reading symbols from
2025-03-29MambaGlue 🐍 @ICRA2025Fast and Robust Local Feature Matching With Mamba Kihwan Ryoo · Hyungtae Lim · Hyun Myung MambaGlue is a hybrid neural network combining the Mamba and the Transformer architectures to match local features.MambaGlue 🐍Main branch includes the standard MambaGlue model.Thanks to CVG Lab, you can easily train and evaluate the model and visualize the results on glue-factory branch and hloc branch.🎯 Training and Evaluation (glue-factory branch)Using Glue Factory, set MambaGlue for a matcher model and train MambaGlue with any local features on your own or open-sourced dataset! It will take about 1 week for one trial.Additionally, you can evaluate its performance compared with other baseline models on benchmarks such as HPatches and MegaDepth.🪄 Visualization and Evaluation (hloc branch)Using Hierarchical-Localization, set MambaGlue for a matcher model and run MambaGlue for Structure-from-Motion and visual localization!🖥️ Tested EnvironmentLinux (UBUNTU 20.04)NVIDIA GPU (TITAN V || RTX 3080 || other Ampere architectures)CUDA 11.8CUDNN 8PyTorch 2.1.0Python 3.8⌨️ InstallInstall MambaGlue:git clone && cd mambapip install .cd ..git clone && cd MambaGluepython -m pip install -e .You can set up the environment starting from our docker image or PyTorch official docker image.📋 To Do Release demo code Update branches ONNX📝 Citation@article{ryoo2025mambaglue, title={{MambaGlue: Fast and Robust Local Feature Matching With Mamba}}, author={Ryoo, Kihwan and Lim, Hyungtae and Myung, Hyun}, journal={arXiv preprint arXiv:2502.00462}, year={2025}}LicenseThe MambaGlue code provided in this repository is released under the Apache-2.0 license.
2025-04-05