Imagine transforming the way autism is diagnosed and revolutionizing early intervention strategies instead of waiting up to 2-years just to get the diagnosis. My AI solution analyses gait and gesture patterns, revealing unique autism traits. This innovative approach utilizes skeleton videos for private and non-intrusive autism prediction and severity assessments.
Accepted for publication at FGAHI@CVPR 2023
Left and right side joints are overlapped in TD samples whereas deviated in ASD samples, indicating that ASD children have asymmetric hand and leg positions during walking
Three Dimensional Dataset Combining Gait and Full Body Movement of Children with Autism Spectrum Disorders Collected by Kinect v2 Camera Dataset Link
The DREAM Dataset: Behavioural data from robot enhanced therapies for children with autism spectrum disorder Dataset link Github