Image-Classifier | Final Project of the Udacity AI Programming | Machine Learning library

 by   fotisk07 Jupyter Notebook Version: Current License: MIT

kandi X-RAY | Image-Classifier Summary

kandi X-RAY | Image-Classifier Summary

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

Going forward, AI algorithms will be incorporated into more and more everyday applications. For example, you might want to include an image classifier in a smartphone app. To do this, you'd use a deep learning model trained on hundreds of thousands of images as part of the overall application architecture. A large part of software development in the future will be using these types of models as common parts of applications. In this project, you'll train an image classifier to recognize different species of flowers. You can imagine using something like this in a phone app that tells you the name of the flower your camera is looking at. In practice, you'd train this classifier, then export it for use in your application. We'll be using this dataset of 102 flower categories. When you've completed this project, you'll have an application that can be trained on any set of labelled images. Here your network will be learning about flowers and end up as a command line application. But, what you do with your new skills depends on your imagination and effort in building a dataset.
Support
    Quality
      Security
        License
          Reuse

            kandi-support Support

              Image-Classifier has a low active ecosystem.
              It has 62 star(s) with 47 fork(s). There are 3 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 0 open issues and 1 have been closed. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of Image-Classifier is current.

            kandi-Quality Quality

              Image-Classifier has 0 bugs and 0 code smells.

            kandi-Security Security

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

            kandi-License License

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

            kandi-Reuse Reuse

              Image-Classifier releases are not available. You will need to build from source code and install.
              Installation instructions are not available. Examples and code snippets are available.
              It has 77 lines of code, 0 functions and 3 files.
              It has low code complexity. Code complexity directly impacts maintainability of the code.

            Top functions reviewed by kandi - BETA

            kandi's functional review helps you automatically verify the functionalities of the libraries and avoid rework.
            Currently covering the most popular Java, JavaScript and Python libraries. See a Sample of Image-Classifier
            Get all kandi verified functions for this library.

            Image-Classifier Key Features

            No Key Features are available at this moment for Image-Classifier.

            Image-Classifier Examples and Code Snippets

            No Code Snippets are available at this moment for Image-Classifier.

            Community Discussions

            QUESTION

            Setup file cannot be installed on other computers
            Asked 2022-Mar-16 at 11:52

            I created an installer file using nsis. After running the programme on my system, it worked flawlessly but when installed on third party system, it complained on launching the app.

            ...

            ANSWER

            Answered 2022-Mar-16 at 11:52

            Here are the steps taken to solve the problem.

            1. I printed the working directory.

            Source https://stackoverflow.com/questions/71484050

            QUESTION

            Making prediction in Keras using a custom generator
            Asked 2022-Feb-08 at 17:57

            I have an image-classifier model in TensorFlow which I wanna make predictions with. I have created a custom generator to avoid loading it all in the RAM at the same time.

            ...

            ANSWER

            Answered 2022-Jan-27 at 22:01

            I'm definetly not the expert in this topic but shouldn't the generator work with __len__ and __getitem__ ? From this link

            Source https://stackoverflow.com/questions/70884695

            QUESTION

            AttributeError: could not import keras and segmentation models
            Asked 2021-Jul-02 at 05:33

            I am trying to import segmentation models and keras and i am getting an attribute error, i am using tensor flow version 2.5.0

            ...

            ANSWER

            Answered 2021-Jul-02 at 05:33

            I have solved my issue by adding tf.compat.v1.enable_eager_execution() to import and it works fine

            Source https://stackoverflow.com/questions/68209795

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

            Vulnerabilities

            No vulnerabilities reported

            Install Image-Classifier

            You can download it from GitHub.

            Support

            Please read CONTRIBUTING.md for the process for submitting pull requests.
            Find more information at:

            Find, review, and download reusable Libraries, Code Snippets, Cloud APIs from over 650 million Knowledge Items

            Find more libraries
            CLONE
          • HTTPS

            https://github.com/fotisk07/Image-Classifier.git

          • CLI

            gh repo clone fotisk07/Image-Classifier

          • sshUrl

            git@github.com:fotisk07/Image-Classifier.git

          • Stay Updated

            Subscribe to our newsletter for trending solutions and developer bootcamps

            Agree to Sign up and Terms & Conditions

            Share this Page

            share link