rohitgit1/target-detection-in-mstar-images

Target Recognition in SAR images through various ML and DL algorithms.

Target Detection In MSTAR Images

✍  Problem Statement

Target Detector 🎯!

Synthetic Aperture Radar(SAR) is an imaging radar that transmits microwaves which generates imagery through the reflected microwaves from the objects in both high and azimuth range resolutions. The good things about SAR is that it works in all weather conditions, day/night so it has many application areas like navigation, guidance, remote sensing, reconnaissance, resource exploration etc.. It is difficult to recognize an object in SAR imagery due to absence of colour information and shape reflection from a target changes. So, here the problem statement is to recognize the targets automatically in SAR have always been a challenge in research community.

📂  RELEVANT TECHNOLOGY STACK

• ML
• Python 3
• Tensorflow
• Image processing
• Spacy

💻  GETTING STARTED

=> Fork this repository to start contributing.

=> Open your Git Bash command window and in the root directory type the following commands :

    1) git init -initializes the git repository from the GitHub. 
    2) git clone -Clone the repository to your local machine
      (git clone https://github.com/<your-github-username>/rohitgit1/Target-Detection-in-MSTAR-Images.git)

References and Credits : 1. https://github.com/hunterlew/mstar_with_machine_learning 2. https://github.com/shuibao/CNN_MSTAR

target-detection-in-mstar-images's Issues

How to get the correct dataset from SDMS?

Hello @rohitgit1,

Thanks for sharing the repository with the Github community. I wanted more information on which dataset to use to reproduce the training.

I registered on the website, so I don't need a direct link. But just the name of the correct dataset to download. Since the download bandwidth is very limited.

This is the link I'm using right now:

-https://www.sdms.afrl.af.mil/index.php?collection=public-data&page=public-data-list

Thank you very much in advance,

Best regards,

E.