61 citations · 112 across the 13 of their papers we have counts for
6 papers · 1 filter
Machine Learning approaches to do size based reasoning on Retail Shelf objects to classify product variants
Muktabh Mayank Srivastava, Pratyush Kumar
There has been a surge in the number of Machine Learning methods to analyze products kept on retail shelves images. Deep learning based computer vision methods can be used to detec…
A Systematic Evaluation of Object Detection Networks for Scientific Plots
Pritha Ganguly, Nitesh Methani, Mitesh M. Khapra +1
Are existing object detection methods adequate for detecting text and visual elements in scientific plots which are arguably different than the objects found in natural images? To…
Compact retail shelf segmentation for mobile deployment
Pratyush Kumar, Muktabh Mayank Srivastava
The recent surge of automation in the retail industries has rapidly increased demand for applying deep learning models on mobile devices. To make the deep learning models real-time…
PlotQA: Reasoning over Scientific Plots
Nitesh Methani, Pritha Ganguly, Mitesh M. Khapra +1
Existing synthetic datasets (FigureQA, DVQA) for reasoning over plots do not contain variability in data labels, real-valued data, or complex reasoning questions. Consequently, pro…
Example Mining for Incremental Learning in Medical Imaging
Pratyush Kumar, Muktabh Mayank Srivastava
Incremental Learning is well known machine learning approach wherein the weights of the learned model are dynamically and gradually updated to generalize on new unseen data without…
Detection of Tooth caries in Bitewing Radiographs using Deep Learning
Muktabh Mayank Srivastava, Pratyush Kumar, Lalit Pradhan +1
We develop a Computer Aided Diagnosis (CAD) system, which enhances the performance of dentists in detecting wide range of dental caries. The CAD System achieves this by acting as a…