imgrec | image recognition with GoogLeNet in tensorflow | Machine Learning library

 by   Marsan-Ma-zz Python Version: Current License: No License

kandi X-RAY | imgrec Summary

kandi X-RAY | imgrec Summary

imgrec is a Python library typically used in Artificial Intelligence, Machine Learning, Deep Learning, Tensorflow applications. imgrec has no bugs, it has no vulnerabilities and it has low support. However imgrec build file is not available. You can download it from GitHub.

In the original tflearn example, all the samples are loaded to memory in single batch. But in real world cases, most of time we can't afford for super large ram to train a tera-byte scale image-recognition application. Fortunately, we don't need to. The Convolution neural network, like most of neural network models, are trained in online learning optimizers like SGD, Adam, FTRL...etc. They actually only process 1 sample at a time, then we could discard it and load another. In this repository I've modified the data_util.py that it will resize the original images and cache them into pickle files, each with 500 images only. And in the training procedure it will load 500 images to do a mini-batch at a time, then discard them and load another mini-batch. So, no matter how large your original sample volumn, this make sure your machine could work.
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            kandi-support Support

              imgrec has a low active ecosystem.
              It has 44 star(s) with 32 fork(s). There are 5 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 3 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 imgrec is current.

            kandi-Quality Quality

              imgrec has 0 bugs and 0 code smells.

            kandi-Security Security

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

            kandi-License License

              imgrec 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.

            kandi-Reuse Reuse

              imgrec releases are not available. You will need to build from source code and install.
              imgrec has no build file. You will be need to create the build yourself to build the component from source.
              Installation instructions are not available. Examples and code snippets are available.
              imgrec saves you 264 person hours of effort in developing the same functionality from scratch.
              It has 640 lines of code, 50 functions and 8 files.
              It has high code complexity. Code complexity directly impacts maintainability of the code.

            Top functions reviewed by kandi - BETA

            kandi has reviewed imgrec and discovered the below as its top functions. This is intended to give you an instant insight into imgrec implemented functionality, and help decide if they suit your requirements.
            • Build an h5py dataset
            • Get the channel of an image
            • Load an image
            • Convert a directory to a list of samples
            • Read a text file and return a list of nucleotide sequences
            • Convert characters to dictionary
            • Convert a string of sequences into a sparse matrix
            • Convert images to samples
            • Shuffle a list of arrays
            • Generate a guess
            • Download an image from a URL
            • Load a label
            • Load data from a csv file
            • Get a list of images
            • Load image from path
            • Setup parameters
            • Image preloader
            • Fit the model to data
            Get all kandi verified functions for this library.

            imgrec Key Features

            No Key Features are available at this moment for imgrec.

            imgrec Examples and Code Snippets

            No Code Snippets are available at this moment for imgrec.

            Community Discussions

            QUESTION

            Populate details activity with Firebase Real Time Database after click on RecyclerView
            Asked 2020-Nov-11 at 05:23

            i want to click in my recyclerview and open a new activity to show the datails. Ultil now i have accomplished to open the activity and show the values "interno" and "siniiga" with the next intent. how can i get "madre and padre" values from firebase? applying the method to add father and mother, then I will use it for the rest of the values ​​that the xml shows. excuse my horrible code. if someone know a different method, let me know

            attached code and images.

            Main Activity

            ...

            ANSWER

            Answered 2020-Nov-11 at 05:23

            when you are getting data from firebase you saving that data in a Object and then add that object to list, so your list contains objects , so you can pass through the intents same way as you are doing others.

            Source https://stackoverflow.com/questions/64780871

            QUESTION

            Handle empty recycle viewr within fragments
            Asked 2019-May-27 at 04:36

            I am trying to make an application where using Recycle View and Volley to get data from server and also I used Navigation drawer and fragments,Everything working fine except When no data on recycle-view I want to show a notice like "there is no data!"I searched over internet multiple times but haven't get a proper solution or I couldn't understand properly because I am totally beginner.

            bellow is my java files

            1.Adapter

            ...

            ANSWER

            Answered 2019-May-21 at 11:59

            There is a simple solution for that inside your fragment xml where recycler view is being loaded take a relative layout and add a textview with your desired message at last and set it's alignment as per your requirement and inside on create of your fragment set visiblity of your text view to View.INVISIBLE and later on after api is called simply pass an if condition stating that

            Source https://stackoverflow.com/questions/56237729

            QUESTION

            How to get value from SharedPrefarence to a fragment activity?
            Asked 2019-May-21 at 09:52

            SharedPrefManager.java

            ...

            ANSWER

            Answered 2019-May-21 at 06:49

            On your fragment, just when u want to use the code of sharedPreference

            Source https://stackoverflow.com/questions/56231748

            QUESTION

            Align middle text string inside the button
            Asked 2018-Jan-26 at 17:36

            I'm making some custom control for a small project. I have created a TP1CustomFlatButton like this:

            It was easy for me if I added a label with text to bottom of my TP1CustomFlatButton. I didn't want to handle events for that label so I used event onPaint to draw the text. I followed the turtorial of Microsoft and I got the custom flat button like the picture I attached. What I'm trying to get is to make the text align center at the bottom of my TP1CustomFlatButton.

            This is my code for TP1CustomFlatButton:

            ...

            ANSWER

            Answered 2018-Jan-26 at 15:17

            Try Changing the TextFormatFlags as below:

            TextFormatFlags flags = TextFormatFlags.Bottom | TextFormatFlags.VerticalCenter;

            Also, checkout this link

            Source https://stackoverflow.com/questions/48463975

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

            Vulnerabilities

            No vulnerabilities reported

            Install imgrec

            You can download it from GitHub.
            You can use imgrec 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.

            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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