HSViT: A Hardware and Software Collaborative Design for Vision Transformer via Multi-level Compression

HR Song, L Xu, Y Wang, X Wu… - … Symposium on Circuits …, 2024 - ieeexplore.ieee.org
The rapid advancement of Vision Transformer (ViT) models has greatly enhanced
performance in computer vision tasks. However, deploying ViTs in resource-constrained …

A novel lossless image compression algorithm for optimized memory storage

G Jindal, G Bhatia, V Kumar - 2023 International Conference on …, 2023 - ieeexplore.ieee.org
Data compression is a specific and special task that goes on and on as more and more data
is required to be stored in the memory. For memory usage, it is always “smaller is better” …

Optically Detected Finger Recognition-Based Virtual Keyboard

G Bhatia, D Sharma, B Varshney… - 2023 International …, 2023 - ieeexplore.ieee.org
AI Virtual Keyboard is a model that imitates the standard keyboard. This project of
virtualizing the hardware keyboard with the help of Computer Vision and the Hand Detecting …