Jarosław Kobiela - Publications - Bridge of Knowledge

Jarosław Kobiela

Employment

No data

Keywords Help

sign language, convolutional neural network (cnn), quantization aware training (qat), layer decomposition, knowledge distillation

Publications

results on page:
year:
- selected sort by year newest first
- sort by year oldest first
title:
- selected sort by title A-Z
- sort by title Z-A
citation:
- sort by citation descending
- sort by citation ascending

Filters

total: 1

Year 2024

Sign Language Recognition Using Convolution Neural Networks
Publication
- Year 2024
The objective of this work was to provide an app that can automatically recognize hand gestures from the American Sign Language (ASL) on mobile devices. The app employs a model based on Convolutional Neural Network (CNN) for gesture classification. Various CNN architectures and optimization strategies suitable for devices with limited resources were examined. InceptionV3 and VGG-19 models exhibited negligibly higher accuracy than...

Full text to download in external service

seen 17 times