Preview
Creation Date
10-3-2018
Keywords
Deep Neutal Network; Computer vision domain; Self driving car; Image perturbance
Disciplines
Arts and Humanities | Education | Life Sciences | Physical Sciences and Mathematics
Document Type
Image
File Format
jpeg
File Size
596 Kb
Language
English
Description
You can fool Deep Neural Network really easily, even by changing just one pixel. My research interest lies in making robust model in the computer vision domain. This picture shows, in the right part self-driving car is able to recognize the stop sign but in the left, it recognizes it as speed limit 45. The left part of the image was intentionally perturbed which fools the model of self driving car.
Time Period
2010-2019; 21st century
Keywords
Deep Neutal Network; Computer vision domain; Self driving car; Image perturbance