In the past two weeks, I have been working on refining the software for our system. The Advanced Python Library was having problems with scheduling function execution. I could not fully debug the problem with duplicate entries so I am currently working on writing a Python script that will clean the existing data by deleting duplicate entries. Additionally, I spent more time working on the front end. With Sid finishing the machine learning model, I was able to integrate the predictions into the front end. I added a bar chart that represented hourly occupancy levels for each day of the week.
My plan for this week is to finish implementing the front end. This would include finishing the Google Maps feature that tells users the occupancy at the time of their arrival. Additionally, we plan on adding a feature that will tell users the probability of a bench being vacant for each hour. Once Sid is able to complete the ML model for predicting bench occupancy, I plan on integrating these predictions into the front end as well.