PhotoOrientation | Examining machine learning techniques to detect photo

 by   Sabrewarrior Python Version: Current License: No License

kandi X-RAY | PhotoOrientation Summary

kandi X-RAY | PhotoOrientation Summary

PhotoOrientation is a Python library. PhotoOrientation has no bugs, it has no vulnerabilities and it has low support. However PhotoOrientation build file is not available. You can download it from GitHub.

Examining machine learning techniques to detect photo orientation. Flickr images were downloaded using Using data with the following characteristics: Data was hand examined to determine how many were wrongly classified to begin with. Most pictures seem to be oriented correctly and the first 10000 pictures has error rate or less than .05%. Using Alexnet was able to get 80% accuracy. However just using hog descriptors is able to get similiar levels of accuracy. Adapting data for using with VGG16. It seems that because of abundance of people in the data set it is learning to orient it properly more than the other data. Need to do further investigation.
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            kandi-support Support

              PhotoOrientation has a low active ecosystem.
              It has 0 star(s) with 0 fork(s). There are 1 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 1 open issues and 0 have been closed. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of PhotoOrientation is current.

            kandi-Quality Quality

              PhotoOrientation has no bugs reported.

            kandi-Security Security

              PhotoOrientation has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.

            kandi-License License

              PhotoOrientation does not have a standard license declared.
              Check the repository for any license declaration and review the terms closely.
              OutlinedDot
              Without a license, all rights are reserved, and you cannot use the library in your applications.

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              PhotoOrientation releases are not available. You will need to build from source code and install.
              PhotoOrientation has no build file. You will be need to create the build yourself to build the component from source.

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            PhotoOrientation Key Features

            No Key Features are available at this moment for PhotoOrientation.

            PhotoOrientation Examples and Code Snippets

            No Code Snippets are available at this moment for PhotoOrientation.

            Community Discussions

            No Community Discussions are available at this moment for PhotoOrientation.Refer to stack overflow page for discussions.

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

            Vulnerabilities

            No vulnerabilities reported

            Install PhotoOrientation

            You can download it from GitHub.
            You can use PhotoOrientation like any standard Python library. You will need to make sure that you have a development environment consisting of a Python distribution including header files, a compiler, pip, and git installed. Make sure that your pip, setuptools, and wheel are up to date. When using pip it is generally recommended to install packages in a virtual environment to avoid changes to the system.

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            https://github.com/Sabrewarrior/PhotoOrientation.git

          • CLI

            gh repo clone Sabrewarrior/PhotoOrientation

          • sshUrl

            git@github.com:Sabrewarrior/PhotoOrientation.git

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