EmoPy | deep neural net toolkit for emotion analysis via Facial | Machine Learning library

 by   thoughtworksarts Python Version: 0.0.5 License: AGPL-3.0

kandi X-RAY | EmoPy Summary

kandi X-RAY | EmoPy Summary

EmoPy is a Python library typically used in Artificial Intelligence, Machine Learning, Deep Learning, Pytorch, Tensorflow, Keras applications. EmoPy has no bugs, it has no vulnerabilities, it has build file available, it has a Strong Copyleft License and it has medium support. You can install using 'pip install EmoPy' or download it from GitHub, PyPI.

EmoPy includes several modules that are plugged together to build a trained FER prediction model. The fermodel.py module uses pre-trained models for FER prediction, making it the easiest entry point to get a trained model up and running quickly. Each of the modules contains one class, except for neuralnets.py, which has one interface and five subclasses. Each of these subclasses implements a different neural net architecture using the Keras framework with Tensorflow backend, allowing you to experiment and see which one performs best for your needs.
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              EmoPy has a medium active ecosystem.
              It has 804 star(s) with 246 fork(s). There are 44 watchers for this library.
              OutlinedDot
              It had no major release in the last 12 months.
              There are 8 open issues and 38 have been closed. On average issues are closed in 103 days. There are 6 open pull requests and 0 closed requests.
              It has a neutral sentiment in the developer community.
              The latest version of EmoPy is 0.0.5

            kandi-Quality Quality

              EmoPy has no bugs reported.

            kandi-Security Security

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

            kandi-License License

              EmoPy is licensed under the AGPL-3.0 License. This license is Strong Copyleft.
              Strong Copyleft licenses enforce sharing, and you can use them when creating open source projects.

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              EmoPy releases are available to install and integrate.
              Deployable package is available in PyPI.
              Build file is available. You can build the component from source.
              Installation instructions, examples and code snippets are available.

            Top functions reviewed by kandi - BETA

            kandi has reviewed EmoPy and discovered the below as its top functions. This is intended to give you an instant insight into EmoPy implemented functionality, and help decide if they suit your requirements.
            • Fit the Gaussian model
            • Generate a random transformation matrix
            • Transform an image
            • Apply transform to a sample
            • Load training data from csv file
            • Loads the dataset
            • Reshape the image
            • Vectorizes the given labels
            • Load image data
            • Load images for a single emotion directory
            • Load images from directory to array
            • Load image
            • Get an emotion from a camera
            • Predict from an numpy array
            • Print the dominant emotion
            • Predict from an image file
            • Yield the index of the index
            • Set the index array
            • Fit the model using the given generator
            • Print the data details
            • Fetch next batch of images
            • Generate an iterator over the data
            Get all kandi verified functions for this library.

            EmoPy Key Features

            No Key Features are available at this moment for EmoPy.

            EmoPy Examples and Code Snippets

            No Code Snippets are available at this moment for EmoPy.

            Community Discussions

            Trending Discussions on EmoPy

            QUESTION

            Using imread in python 3
            Asked 2020-Mar-12 at 05:22

            I have installed EmoPy in google collab,

            ...

            ANSWER

            Answered 2020-Mar-12 at 05:22

            imread is deprecated in SciPy 1.0.0, and will be removed in 1.2.0. I think you are using version 1.2 or later. There are two ways to solve this:

            1. Uninstall your scipy and install version 1.1.0 using the following commands

            Source https://stackoverflow.com/questions/56901659

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

            Vulnerabilities

            No vulnerabilities reported

            Install EmoPy

            Python is compatible with multiple operating systems. If you would like to use EmoPy on another OS, please convert these instructions to match your target environment. Let us know how you get on, and we will try to support you and share you results.
            Directly from the [Python website] (https://www.python.org/downloads/release/python-366/), or
            Using [pyenv] (https://github.com/pyenv/pyenv):

            Support

            This is a new library that has a lot of room for growth. Check out the list of open issues that we need help addressing!.
            Find more information at:

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            Install
          • PyPI

            pip install EmoPy

          • CLONE
          • HTTPS

            https://github.com/thoughtworksarts/EmoPy.git

          • CLI

            gh repo clone thoughtworksarts/EmoPy

          • sshUrl

            git@github.com:thoughtworksarts/EmoPy.git

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