Publications by authors named "Nouraiz Aslam"
PeerJ Comput Sci
April 2023
Article Synopsis
- A sketch is a simplified, black-and-white representation of an object, easily recognized by humans but challenging for computers to interpret, especially in terms of context.
- The rise of IoT devices has made it essential for AI systems to effectively recognize and understand free hand-drawn sketches to enhance human-computer interaction.
- This article introduces Sketch-DeepNet, a convolutional neural network that outperforms existing methods in sketch recognition, achieving a classification accuracy of 95.05% using the TU-Berlin dataset.
