keras-segnet | SegNet model implemented using keras framework | Machine Learning library

 by   imlab-uiip Jupyter Notebook Version: Current License: MIT

kandi X-RAY | keras-segnet Summary

kandi X-RAY | keras-segnet Summary

keras-segnet is a Jupyter Notebook library typically used in Artificial Intelligence, Machine Learning, Deep Learning, Tensorflow, Keras applications. keras-segnet has no bugs, it has no vulnerabilities, it has a Permissive License and it has low support. You can download it from GitHub.

SegNet model implemented using keras framework
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              keras-segnet has a low active ecosystem.
              It has 186 star(s) with 97 fork(s). There are 10 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 14 open issues and 8 have been closed. On average issues are closed in 32 days. There are 1 open pull requests and 0 closed requests.
              It has a neutral sentiment in the developer community.
              The latest version of keras-segnet is current.

            kandi-Quality Quality

              keras-segnet has 0 bugs and 0 code smells.

            kandi-Security Security

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

            kandi-License License

              keras-segnet is licensed under the MIT License. This license is Permissive.
              Permissive licenses have the least restrictions, and you can use them in most projects.

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              keras-segnet releases are not available. You will need to build from source code and install.
              It has 671 lines of code, 24 functions and 5 files.
              It has medium code complexity. Code complexity directly impacts maintainability of the code.

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            keras-segnet Key Features

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            keras-segnet Examples and Code Snippets

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            Community Discussions

            Trending Discussions on keras-segnet

            QUESTION

            Keras incompatible data shape
            Asked 2020-Jun-18 at 15:11

            I am trying to train SegNet model with CamVid data. I got source code from https://github.com/ykamikawa/tf-keras-SegNet . However, I got following error:

            ...

            ANSWER

            Answered 2020-Jun-18 at 13:46

            You are passing single images without batch dimension to the network. (otherwise ndim would be 4). Probably the batch dimension collapsed when you selected a single image with train_data[i]. Either try selecting an image with train_data[i:i+1] or add an dimension with None like this:

            Source https://stackoverflow.com/questions/62451217

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

            Vulnerabilities

            No vulnerabilities reported

            Install keras-segnet

            You can download it from GitHub.

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            gh repo clone imlab-uiip/keras-segnet

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            git@github.com:imlab-uiip/keras-segnet.git

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