With AWS credits procured, need to finalize AWS integration with Git development to facilitate cloud computing
Look Light Detection – Shayan
With understanding of Hough Transform, need to optimize Look Light search with preprocessing input to Hough Transform
Raspberry Pi Interface – Jeanette
Now that we have the parts and components, need to set up RPi and interface components with it
STATUS…
Yasaswini – AWS cloud deployment setup finalized, integrated COCO dataset with AWS API, and began implementing training model with AWS setup in mind
Shayan – further optimized look light detection to more accurately search for the colored lights in traffic lights through image size regularization as well as red, yellow, and green color masks/filters
Jeanette – completed Raspberry Pi setup, RPi camera setup and verification, acquired remaining components
CHANGES TO THE SYSTEM
Nothing new this week 🙂
CURRENT RISKS AND MITIGATIONS
Yasaswini – when running the training next week and checking accuracy, we will be able to better determine shortcomings in the CV algorithm
Shayan – need to further preprocess images to account for excess light / saturation in photos
