Xvision | Chest Xray image analysis using Deep learning | Machine Learning library

by ayush1997 Python Version: Current License: No License

X-Ray Key Features Code Snippets Community Discussions(2)Vulnerabilities Install Support

kandi X-RAY | Xvision Summary

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

Chest Xray image analysis using Deep Learning and exploiting Deep Transfer Learning technique for it with Tensorflow. The maxpool-5 layer of a pretrained VGGNet-16(Deep Convolutional Neural Network) model has been used as the feature extractor here and then further trained on a 2-layer Deep neural network with SGD optimizer and Batch Normalization for classification of Normal vs Nodular Chest Xray Images.

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Quality

Security

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Xvision has a low active ecosystem.

It has 306 star(s) with 126 fork(s). There are 28 watchers for this library.

It had no major release in the last 6 months.

There are 1 open issues and 15 have been closed. On average issues are closed in 124 days. There are no pull requests.

It has a neutral sentiment in the developer community.

The latest version of Xvision is current.

Quality

Xvision has 0 bugs and 0 code smells.

Security

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

Xvision code analysis shows 0 unresolved vulnerabilities.

There are 0 security hotspots that need review.

License

Xvision does not have a standard license declared.

Check the repository for any license declaration and review the terms closely.

Without a license, all rights are reserved, and you cannot use the library in your applications.

Reuse

Xvision releases are not available. You will need to build from source code and install.

Xvision has no build file. You will be need to create the build yourself to build the component from source.

It has 476 lines of code, 12 functions and 5 files.

It has low code complexity. Code complexity directly impacts maintainability of the code.

Top functions reviewed by kandi - BETA

kandi has reviewed Xvision and discovered the below as its top functions. This is intended to give you an instant insight into Xvision implemented functionality, and help decide if they suit your requirements.

extract a single image from url
Return a VGG16 model .
Preprocess the image
Extract links from URLs .
Get the content feature of the image .
Deprocessing an image .

Get all kandi verified functions for this library.

Xvision Key Features

No Key Features are available at this moment for Xvision.

Xvision Examples and Code Snippets

No Code Snippets are available at this moment for Xvision.

Community Discussions

Trending Discussions on Xvision

How to merge table rows

How to insert one file into another file's marked place

QUESTION

How to merge table rows

Asked 2022-Feb-01 at 09:03

In my T-SQL I have following query:

...

ANSWER

Answered 2022-Feb-01 at 09:03

You can try to use the aggregate function to get the value, then use STUFF function with self-join to make like string_agg.

you can use string_agg function if your sql-server version supported it.

Source https://stackoverflow.com/questions/70937644

QUESTION

How to insert one file into another file's marked place

Asked 2021-Aug-24 at 15:19

Target and source files are both xml type files.

I have a hard time using sed because it does not work well with special characters and those xmls are full of them.

I researched that there's a way of doing it with awk and here's my problem because I have a really hard time using awk

Edit:

Main xml file with marked position:

...

ANSWER

Answered 2021-Aug-24 at 13:22

In case no-one can come up with a solution for you using an XML-aware tool, this might be all you need:

Source https://stackoverflow.com/questions/68906868

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

Vulnerabilities

No vulnerabilities reported

Install Xvision

You can download it from GitHub.
You can use Xvision 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

If you want to contribute and add new feature feel free to send Pull request here :D. To report any bugs or request new features, head over to the Issues page.

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