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shahpratham / GSoC22-Report.md
Last active September 12, 2022 08:20
Submission report for GSoC '22 on project RFI mitigation under Forschungszentrum Jülich.

Image Grouping Using OpenCV and Scikit Learn

INTRODUCTION

Definitely, the very first time you saw google photos segregate pictures into separate groups, you were just as completely freaked out and astounded at the same time as were we. How can the machine group your images into different sections like photos containing cars, mountains, cats and even recognize faces, right? So this became the inspiration of our project.

So, after some intense research, we and our superb mentors in SRA came up with 2 algorithms to be used, one for extracting features and other for clustering images. And so, we decide to get our feet wet with unsupervised clustering algorithms.

So what do we aim to achieve through this project?