Pnuemonia Normal detection by using XRay images.

Overview

XRay-image-Normal-Pneumonia-detection

Pnuemonia Normal detection by using XRay images.

You can start reading the project in this order:

  1. [ data_prepare.py ] Data preparation ( jpg/png formal --> numpy array)..

  2. [ model_build.py ] Building Artificial Neural Network , training, testing

  3. [ main.py ] Putting all them together , predicting New datas which are not seen by model

                 ==> [ final result with caidation test as a new.png]   
                 ==> [ plot_calid_predicted(2).png                  ]
    
  • [ requirements.txt]
  • [ sources.txt ] links to the sites from which I used image datas -> Got image datas from kaggle(link is given in sources.txt file) also normal xray images from other site (also link is given) in order to avoid data disbalancing.
Owner
Zarina
Zarina
A script to generate a profile picture and a banner that show the same image on Discord.

Discord profile picture & banner generator A script to generate a profile picture and a banner that show the same image on Discord. Installation / Upd

Victor B. 9 Nov 27, 2022
Python avatar generator for absolute nerds

pagan Welcome to the Python Avatar Generator for Absolute Nerds. Current version: 0.4.3 View the change history here. Remember those good old days whe

David Bothe 280 Dec 16, 2022
A simple plugin to view APR images in napari

napari-apr-viewer A simple plugin to view APR images in napari This napari plugin was generated with Cookiecutter using @napari's cookiecutter-napari-

5 Jan 24, 2022
Extracts dominating colors from an image and presents them as a palette.

ColorPalette A simple web app to extract dominant colors from an image. Demo Live View it live at : https://colorpalettedemo.herokuapp.com/ You can de

Mayank Nader 214 Dec 29, 2022
With this simple py script you will be able to get all the .png from a folder and generate a yml for Oraxen

Oraxen-item-to-yml With this simple py script you will be able to get all the .png from a folder and generate a yml for Oraxen How to use Install the

Akex 1 Dec 29, 2021
Script For Importing Image sequences into scrap mechanic via blueprints

To use dowload and extract "video makes.zip" Python has to be installed https://www.python.org/ (may not work on version lower than 3.9) Has to be run

2 Oct 30, 2021
BeeRef — A Simple Reference Image Viewer

BeeRef — A Simple Reference Image Viewer BeeRef lets you quickly arrange your reference images and view them while you create. Its minimal interface i

Rebecca 245 Dec 25, 2022
A Gtk based Image Selector with Preview

gtk-image-selector This is an attempt to restore Gtk Image Chooser "lost functionality": displaying an image preview when selecting images... This is

Spiros Georgaras 2 Sep 28, 2022
An API which would colorize a black and white image

Image Colorization API Machine Learning Model used- https://github.com/richzhang/colorization/tree/caffe Paper - https://arxiv.org/abs/1603.08511 Step

Neelesh Ranjan Jha 4 Nov 23, 2021
Qrgenerator - A qr generator app using python3

qrgenerator by Mal4D Hi welcome into qr code generator using python by Mal4d Lin

Mal4D 1 Jan 09, 2022
🖼️ Draw Images or GIFs in your terminal

Drawitor Draw Images/GIFs in your terminal. Install pip install drawitor CLI Tool drawitor cat_dancing.gif Library The library is written in a simple

Eliaz Bobadilla 7 Dec 15, 2022
Alternate Python bindings for the Open Asset Import Library (ASSIMP)

Impasse A simple Python wrapper for assimp using cffi to access the library. Requires Python = 3.7. It's a fork of PyAssimp, Assimp's official Python

Salad Dais 3 Sep 26, 2022
Glyphtracer is an app for converting images of letters to a font

Glyphtracer takes an image that contains pictures of several letters. It recognizes all them and lets the user tag each letter to a Unicode code point. It then converts the images to vector form and

Jussi Pakkanen 38 Dec 24, 2022
📷 Python package and CLI utility to create photo mosaics.

📷 Python package and CLI utility to create photo mosaics.

Loic Coyle 7 Oct 29, 2022
EmbedToolV2 - 2.0 Version of DraKenCodeZ/ImageEmbedTool

EmbedToolV2 - 2.0 Version of DraKenCodeZ/ImageEmbedTool

DraKenCodeZ 1 Dec 07, 2021
Scramb.py is a region based JPEG Image Scrambler and Descrambler written in Python

Scramb.py Scramb.py is a region based JPEG Image Scrambler and Descrambler written in Python. Main features Scramb.py can scramble images regions. So

47 Dec 25, 2022
A Python package implementing various HDRI / Radiance image processing algorithms.

Colour - HDRI A Python package implementing various HDRI / Radiance image processing algorithms. It is open source and freely available under the New

colour-science 111 Dec 06, 2022
Simple Python / ImageMagick script to package images into WAD3s for use as GoldSrc textures.

WADs Out For [The] Ladies Simple Python / ImageMagick script to package images into WAD3s for use as GoldSrc textures. Development mostly focused on L

5 Apr 09, 2022
Image Processing - Make noise images clean

影像處理-影像降躁化(去躁化) (Image Processing - Make Noise Images Clean) 得力於電腦效能的大幅提升以及GPU的平行運算架構,讓我們能夠更快速且有效地訓練AI,並將AI技術應用於不同領域。本篇將帶給大家的是 「將深度學習應用於影像處理中的影像降躁化 」,

2 Aug 04, 2022
An executor that performs standard pre-processing and normalization on images.

An executor that performs standard pre-processing and normalization on images.

Jina AI 6 Jun 30, 2022