Sketching System

Sketching systems leverage computer vision and machine learning to interpret and generate sketches, bridging the gap between human creativity and digital design. Current research focuses on improving the accuracy and efficiency of sketch interpretation for various applications, including 3D modeling, image retrieval, and optimization algorithms, often employing deep convolutional neural networks and novel sketching schemes to achieve this. These advancements are impacting fields like architecture, animation, and robotics by enabling more intuitive and efficient workflows, while also contributing to theoretical understanding of machine learning through the development of novel optimization techniques.