Author: Satyam Choudhary

Fashion Attribute Tagging

Introduction Fashion automated tagging is the process of automatic generation of fashion attributes of products from an image. These fashion product taggings are very useful knowledge for cataloging purposes . With the advancement in Deep Learning , specifically in the field of Convolutional Neural Networks…

Image Registration

INTRODUCTION Image registration is the process of geometrically aligning two or more images of the same scene taken either at different times, or from different viewpoints or by different sensors[1]. It has a wide range of applications like in remote sensing (multispectral classification, environmental monitoring,…

GANs for Image Editing

In recent years, Generative Adversarial Networks (GANs) have become extensively popular for a lot of computer vision tasks. GANs have increasingly been used for numerous image editing and enhancement applications such as dust and scratch removal [R1], image colorization [R2], and unwanted object removal and…

AI Model Generation

Introduction While designing fashion catalogs, it is often desired to have control over model features such as ethnicity, pose, color, build, etc. Traditionally, this has been done by shooting catalogs with different models to suit the purpose. However, the current state of the art research…