4 papers · 1 filter
Stage Aware Diagnosis of Diabetic Retinopathy via Ordinal Regression
Saksham Kumar, D Sridhar Aditya, T Likhil Kumar +3
Diabetic Retinopathy (DR) has emerged as a major cause of preventable blindness in recent times. With timely screening and intervention, the condition can be prevented from causing…
Supervised Multilabel Image Classification Using Residual Networks with Probabilistic Reasoning
Lokender Singh, Saksham Kumar, Chandan Kumar
Multilabel image categorization has drawn interest recently because of its numerous computer vision applications. The proposed work introduces a novel method for classifying multil…
DeiTFake: Deepfake Detection Model using DeiT Multi-Stage Training
Saksham Kumar, Ashish Singh, Srinivasarao Thota +2
Deepfakes are major threats to the integrity of digital media. We propose DeiTFake, a DeiT-based transformer and a novel two-stage progressive training strategy with increasing aug…
Combating Digitally Altered Images: Deepfake Detection
Saksham Kumar, Rhythm Narang
The rise of Deepfake technology to generate hyper-realistic manipulated images and videos poses a significant challenge to the public and relevant authorities. This study presents…