We have developed a novel loss function that enhances network training by penalizing dense crowd underestimations. Findings published in MVA 2019, Oral presentation.
Perspective Aware Loss Function for Crowd Density Estimation
MyVis Driveway Entrance Vehicle Counting System
And object tracking and classification based vehicle entrance counting system written in Java OpenCV. Our app takes video as input and generates vehicle statistics as output. We have received the best paper award.
Vanishing Aware Loss Function for Crowd Density Estimation
We have proposed a novel loss function to enhance network training for a better estimation of crowd density, taking the effects of perspective distortion into account.