Crowd Sourcing based Active Learning Approach for Parking Sign Recognition

no code implementations • 3 Dec 2018 • Humayun Irshad, Qazaleh Mirsharif, Jennifer Prendki

In this paper, we introduce a real-world problem, the recognition of parking signs, and present a framework that combines active learning techniques with a transfer learning approach and crowd-sourcing tools to create and train a machine learning solution to the problem.

Active Learning BIG-bench Machine Learning +1

A Semi-Automated Method for Object Segmentation in Infant's Egocentric Videos to Study Object Perception

no code implementations • 8 Feb 2016 • Qazaleh Mirsharif, Sidharth Sadani, Shishir Shah, Hanako Yoshida, Joseph Burling

Object segmentation in infant's egocentric videos is a fundamental step in studying how children perceive objects in early stages of development.

Object Optical Flow Estimation +2