Welcome to the Advanced STEM Research Class!
This project will be supported by an NSF-founded project. The two phases for us to pursue the goal of this project are list below:
Extracting Street Information Using Google Map
Create an app for extracting street (e.g., sidewalk, etc.) information using Google Map/Street View.
Planning routes automatically in a chosen area in the city.
Automatically navigating through the route and capturing street images of interests.
Extracting street information using AI technique.
Saving recognition results in a database. Building a new map by overlaying the extracted info on it. Potentially, these information can be integrated into applications such as Google Map.
(This topic may not follow the crowd-sourcing path. However, the outcome of this project can be used to compare with the results from the crowd-source method.)
Smart Glass Navigation App for the Blind
Create an app for the smart glass to help BVI people navigate the NYC streets.
Streaming video captured by the smart glass to the mobile phone.
Running AI app either locally on the phone or remotely in a cloud server through the phone to extract info of interests to the BVI people.
Providing real-time audio feedback to the BVI users.
If the info is not good enough for the users to resolve the navigation issue, the users can link to a network of volunteers who are online to support them through the streaming video.
(As the cost of the smart glass gets lower and lower, it is possible to continue upgrading the AI app to create a powerful and affordable tool for the BVI people.)
In order to access the Google Maps API, you have to first create a Google Cloud account. Go to the Google Maps Platform and follow the instructions to create your account. Once you are in, browse through the page to view all the available resources, and follow the "Continue building" to see some code examples. You can watch the tutorial: Intro to Google Maps Platform to provide you tan overview of the APIs.
By now you might have noticed that you will need some language background: Typescript, Javascript, CCS & html. Here are beginning tutorials you might want to dive in as needed.
This is a side exploration of the current project. It is about the retinal prosthesis for the blind focusing on the story and research about Argus II product. (For the interested party only.)
Success & Failure Story of Second Sight:
Their Bionic Eyes Are Now Obsolete and Unsupported, (IEEE Spectrum, 02/15/2022)
Second Sight’s Implant Technology Gets a Second Chance, (IEEE Spectrum, 08/15/2023)
Here are a few papers/articles about the Argus II product.
Toward the Miracle of Retinal Reanimation (Ophthalmology, Volume 124, Number 12, December 2017)
Retinal Prostheses: Engineering and Clinical Perspectives for Vision Restoration (Sensors 2023, 23, 5782)
Retinal Implants for RP: An Update on Argus II and Others (Ophthalmic Pearls, Dec. 02, 2019)
Five-Year Safety and Performance Results from the Argus II Retinal Prosthesis System Clinical Trial (Ophthalmology, Volume 123, Number 10, October 2016)