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πŸŽΎπŸ” Tennalytix (1/5): Introduction Into My Tennis Analytics Project

Is it possible to generate 3d tracking data based on 2d Youtube tennis videos? Can we use the data to generate player insights?

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πŸŽΎπŸ€– Tennalytix (2/5): Track Pixel Positions Through Deep Learning

How can we track the player pixel locations in a video? How can we track the tennis ball pixel locations? And where can we deploy our deep learning models?

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πŸŽΎπŸ’» Tennalytix (3/5): Create Tkinter GUI To Manually Overwrite Predictions

How do we build a tool into which we load model predictions and can build some overwrite functionalities?

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🎾🏹 Tennalytix (4/5): Create 3d Spatiotemporal Tracking Data

How can we convert 2-dimensional tennis ball pixel locations into 3-dimensional space? How can we convert 3d data points into continuous spatiotemporal tennis ball tracking data?

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πŸŽΎπŸ“Š Tennalytix (5/5): Visualising Insights using Plotly Dash

How can we create an interactive dashboard through which professional tennis players can generate actionable insights?