Semantic Image Completion and Enhancement using GANs

no code implementations • 27 Jul 2023 • Priyansh Saxena, Raahat Gupta, Akshat Maheshwari, Saumil Maheshwari

Semantic inpainting or image completion alludes to the task of inferring arbitrary large missing regions in images based on image semantics.

Image Enhancement

Decision Support System for Detection and Classification of Skin Cancer using CNN

no code implementations • 9 Dec 2019 • Rishu Garg, Saumil Maheshwari, Anupam Shukla

It is bound to spread to different parts of the body on the off chance that it is not analyzed and treated at the beginning time.

General Classification Image Augmentation +1

Feature Engineering Combined with 1 D Convolutional Neural Network for Improved Mortality Prediction

no code implementations • 8 Dec 2019 • Saumil Maheshwari, Rohit Verma, Anupam Shukla, Ritu Tiwari, Rishu Garg

The intensive care units (ICUs) are responsible for generating a wealth of useful data in the form of Electronic Health Record (EHR).

Feature Engineering Mortality Prediction

Predictive modeling of brain tumor: A Deep learning approach

no code implementations • 6 Nov 2019 • Priyansh Saxena, Akshat Maheshwari, Saumil Maheshwari

Experimental results show that the Resnet-50 model achieves the highest accuracy and least false negative rates as 95% and zero respectively.

Anatomy Transfer Learning