Publication Date: 2024/01/13
Abstract: It is worth noting that lifestyle changes can have adverse effects on people's health, and amnesia is one of the health issues that may arise. Amnesia is char- acterized by the partial or complete loss of memory, caused by factors such as brain injury, disease, or psycho- logical trauma, which can cause difficulty in recalling past events or forming new memories. To address this, a research paper suggests a system called "Memory Assis- tance" that includes features like face recognition, games, to-do lists, memory albums, and diaries to promote inde- pendence for individuals with amnesia. Among these fea- tures, face recognition plays a crucial role in identifying familiar faces. The system utilizes a Siamese network, a neural network architecture known for its ability to com- pute similarity between inputs, such as images or data points. This network can be trained with limited labeled data and finds applications in various fields such as face recognition, computer vision, and information retrieval. The Memory Assistance system aims to provide support and enhance the quality of life for individuals experienc- ing memory impairment.
Keywords: Amnesia, Face Detection, Face Recogni- tion,Memory Assistance, Siamese network.
DOI: https://doi.org/10.5281/zenodo.10499769
PDF: https://ijirst.demo4.arinfotech.co/assets/upload/files/IJISRT24JAN016.pdf
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