We found a match
Your institution may have access to this item. Find your institution then sign in to continue.
- Title
基于图像描述算法的离线盲人视觉辅助系统.
- Authors
陈悦; 谢圆琰; 米振强
- Abstract
In view of the inconveniences of existing visual aid systems for the blind, the method of running the image captioning model on portable mobile devices based on model pruning was discussed. Model pruning techniques and image captioning models were reviewed. An improved model pruning algorithm for image captioning model was proposed. Experimental results show that, on the premise of ensuring accuracy, the image captioning model after pruning can greatly reduce processing time and power consumption capacity, and can quickly and accurately describe environmental information and voice broadcast anytime and anywhere.
- Publication
Telecommunications Science, 2022, Vol 38, Issue 1, p61
- ISSN
1000-0801
- Publication type
Article
- DOI
10.11959/j.issn.1000-0801.2022014