About Wait2Fit

Wait2Fit visualizes foot-traffic data across fitness centers in Northern Taiwan, addressing key workout dilemmas: "When should I hit the gym?" and "Which gym is least crowded?"

Still hasn't come up with an English name yet.

flowchart LR
    A[Gym Websites]
    B["Crawler (JS)"]
    C[Sails.js Backend]
    D[Vue.js Frontend]
    E[(MongoDB)]
    A-->B
    B-->E
    C-->E
    D-->C

In 2025, as a final capstone project for the "Data Mining" course, predictive models using XGBoost and deep learning were introduced—leveraging historical temperature, precipitation probabilities, and temporal signals to forecast gym crowds, subsequently integrated into the system via Vibe Coding.

UI Screenshot

Try It Out!

Link (Legacy Edition)