DBoW2 | Enhanced hierarchical bag-of-word library for C

 by   dorian3d C++ Version: v1.1-free License: Non-SPDX

kandi X-RAY | DBoW2 Summary

kandi X-RAY | DBoW2 Summary

DBoW2 is a C++ library. DBoW2 has no bugs, it has no vulnerabilities and it has low support. However DBoW2 has a Non-SPDX License. You can download it from GitHub.

DBoW2 is an improved version of the DBow library, an open source C++ library for indexing and converting images into a bag-of-word representation. It implements a hierarchical tree for approximating nearest neighbours in the image feature space and creating a visual vocabulary. DBoW2 also implements an image database with inverted and direct files to index images and enabling quick queries and feature comparisons. The main differences with the previous DBow library are:. DBoW2 requires OpenCV and the Boost::dynamic_bitset class in order to use the BRIEF version. DBoW2, along with DLoopDetector, has been tested on several real datasets, yielding an execution time of 3 ms to convert the BRIEF features of an image into a bag-of-words vector and 5 ms to look for image matches in a database with more than 19000 images.
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            kandi-support Support

              DBoW2 has a low active ecosystem.
              It has 595 star(s) with 313 fork(s). There are 39 watchers for this library.
              OutlinedDot
              It had no major release in the last 12 months.
              There are 19 open issues and 22 have been closed. On average issues are closed in 136 days. There are 5 open pull requests and 0 closed requests.
              It has a neutral sentiment in the developer community.
              The latest version of DBoW2 is v1.1-free

            kandi-Quality Quality

              DBoW2 has 0 bugs and 0 code smells.

            kandi-Security Security

              DBoW2 has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.
              DBoW2 code analysis shows 0 unresolved vulnerabilities.
              There are 0 security hotspots that need review.

            kandi-License License

              DBoW2 has a Non-SPDX License.
              Non-SPDX licenses can be open source with a non SPDX compliant license, or non open source licenses, and you need to review them closely before use.

            kandi-Reuse Reuse

              DBoW2 releases are available to install and integrate.
              Installation instructions are not available. Examples and code snippets are available.

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            DBoW2 Key Features

            No Key Features are available at this moment for DBoW2.

            DBoW2 Examples and Code Snippets

            No Code Snippets are available at this moment for DBoW2.

            Community Discussions

            QUESTION

            Undefined Reference While Compiling ROS ORB_SLAM2
            Asked 2021-Apr-22 at 14:53

            I am trying to compile this version of ORB SLAM2 and after fixing some library import errors, I got this:

            ...

            ANSWER

            Answered 2021-Apr-22 at 14:53

            This is an annoying compatibility error. The ORB SLAM you are trying to use only works with Ubuntu 18.04. But, on the ROS ORB SLAM page, they have a new one called orb_slam_ros (click here) that does the same thing.

            NOTE: The new one doesn't say that it outputs ROS maps but using Octomap, you can convert a PointCloud to a Map. NOTE: This is tested in Ubuntu 20.04 ROS Noetic. As of now, 20.10 doesn't work.

            Source https://stackoverflow.com/questions/66198275

            Community Discussions, Code Snippets contain sources that include Stack Exchange Network

            Vulnerabilities

            No vulnerabilities reported

            Install DBoW2

            You can download it from GitHub.

            Support

            For any new features, suggestions and bugs create an issue on GitHub. If you have any questions check and ask questions on community page Stack Overflow .
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            https://github.com/dorian3d/DBoW2.git

          • CLI

            gh repo clone dorian3d/DBoW2

          • sshUrl

            git@github.com:dorian3d/DBoW2.git

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