Developing an Interactive Agent for Blind and Visually Impaired People

The aim of this project is to create an interactive assistant that incorporates different assistive features for blind and visually impaired people. The assistant might incorporate screen readers, magnifiers, voice synthesis, OCR, GPS, face recognition, and object recognition among other tools. Recently, the work done by OpenAI and Be My Eyes with the implementation of GPT-4 is comparable to the aim of this project. It shows the development of an interactive assistant has become simpler due to recent developments in large language models. However, older methods like named entity recognition and intent classification are still valuable to build lightweight assistants. A hybrid solution combining both methods seems possible, would help to reduce the computational cost of the assistant, and would facilitate the data collection process. Despite being more complex to implement in a multilingual and multimodal context, a hybrid solution has the potential to be used offline and to consume less resources.