Git Product home page Git Product logo

image-processing's Introduction

Image Processing and Computer Vision

Image Processing and Computer Vision tasks using OpenCV Python: motion tracking, face detection, tumor segmentation.

  • 1. Face Detection: (faceDetection.py) Face detection python code, which detect the faces for all images located in the folder path: "./people/" the tested images is from yelp dataset. The output of the program is detecting all faces in the images then save them in the output folder "./peopleOut2/". The applied algorithm is haarcascades using OpenCV python library.

  • 2. Brain Tumor segmentation: (activeContour.py, brainTumor.png, brainTumor-segmented.png) Segmentation Python code for brain tumor using Active Contour model. The program output is new image after segmenting the brain tumor using OpenCV python library.

  • 3. Ant Motion Tracking : (ManyAntsActualMovment.py, ManyAntsActualMovmentVideoCreation.py, ManyAnts.mov, ActualManyAnts.avi) Ant motion tracking python program using Python OpenCV library. The ManyAntsActualMovement.py file is containing the tracking program which alter every frame in the video by the ants tracking. Then the ManyAntsVideoCreation.py file append all frames to perform a new video with ant tracking. The ManyAnts.mov video is the original video before applying the motion tracking,the ActualManyAnts.avi is the output video after applying the motion tracking.

  • 4. Expecting Ant Motion Tracking : (ManyAntsExpected.py, ManyAntsVideoCreation.py, ManyAnts.mov, ExpectedManyAnts3.avi) Ant expecting motion tracking python program using Python OpenCV library. The ManyAntsExpected.py file is containing the tracking program which alter every frame in the video by the ants "expected" track. Then the ManyAntsVideoCreation.py file append all frames to perform a new video with ant expected tracking. The ManyAnts.mov video is the original video before applying the motion tracking,the ExpectedManyAnts3.avi is the output video after applying the motion expected tracking.

Hope this will be helpfull.

image-processing's People

Contributors

abeermohamed1 avatar

Stargazers

 avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar

Watchers

 avatar  avatar  avatar

image-processing's Issues

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.