For the 43 million people living with vision loss, tactile graphics are essential tool for providing access to visual information. However, the creation process is labor-intensive and demand outpaces supply.
Adnan Khan
Computer Science PhD student Adnan Khan is exploring a novel framework that harnesses AI to create tactile graphics from digital images.
“Utilizing AI in tactile graphic creation opens up a world of possibilities—from rapid, personalized conversion of visual data into touchable art to empowering individuals with vision impairment to independently access complex information,” says Khan.
By integrating advanced machine learning techniques with computer vision, the system identifies critical visual information and transforms it into tactile representations suitable for embossing or 3D printing.
The approach automates the production process and offers adaptability, allowing the tactile graphic to be refined to meet individual sensory requirements.
“This research holds the promise of broadening individual’s educational, employment and everyday opportunities – ultimately enhancing inclusivity and quality of life.”
– Story by Elizabeth Kane. Read about the cutting-edge advancements in AI and machine learning being made by other Carleton graduate students.