Planned

Support for singles games

ryan@pb.vision

Example: User records themself and a drilling partner. Player A is feeding shots from the kitchen, Player B is hitting drops from near the baseline.The system then provides analytics on all shots from Player B which allows for analysis of drop characteristics.

Allow users to enter drill session recordings

AI-driven trend-recognition and improvement suggestions

Surface in Overview tab as “Most impactful player” as well as a badge in player insights.Also use this score (between 0-1) across all games to calibrate a player’s historical PBV Player Rating.Input ideas to start:<ul><li>[large positive impact] Average shot execution score (across game)</li><li>[medium positive impact] Footwork; Distance maintained from partner when they hit a shot</li><li>[medium positive impact] Unreturned shots (winning or opponent fault)</li><li>[small positive impact] Team percent of shots</li><li>[small positive impact] Assists (setup shot before the winning shot)</li><li>[large negative impact] Net fault</li><li>[large negative impact] Hitting a ball out fault</li><li>[medium negative impact] Mistakes (e.g. popups, dead dink, hitting ball traveling out)</li></ul>

data

Player Impact Score+ PBV Player Rating (DUPR Alternative)

Bring back Just the Rallies! Also, allow rallies to be downloaded as individual MP4s, as opposed to the only option being a single stitched together cut.

Download & share videos with dead time removed

Add a scoreboard to help track while watching playback.I think it would be a great quality-of-life improvement to add an optional scoreboard to each video to be able to track the score/progression of the game when watching it back.

In Progress

High Priority

Scoreboard Overlays

History &amp; trends over time, quality ratings, public link option to share.Here is our WIP draft:<ol><li>Top Section:<ul><li>Player Name</li><li>Player Picture</li><li>Overall Player Rating<ul><li>Link to DUPR</li></ul></li></ul></li><li>Summary Ratings:<ul><li>Overall Player Quality / Rating</li><li>Serve Quality</li><li>Return Quality</li><li>Third Shot Quality</li><li>Reset Quality</li><li>Drive Quality</li><li>Fault Rate</li><li>Game Win Percentage</li></ul></li><li>Detailed Statistics:<ul><li>Serve Metrics:<ul><li>Percentage of Missed or Short Returns from Each Serve (Sequence Analysis)</li><li>Deep Serves -&gt; Won Rally Percentage</li></ul></li><li>Return Metrics:<ul><li>High Quality Drop -&gt; Won Rally Percentage</li><li>Aggressive Fourth Shot -&gt; Ratio of Shot Error to Winning Rally</li></ul></li><li>Shot Quality Metrics:<ul><li>Stability When Hitting Shot</li><li>Positioning</li></ul></li><li>Specialized Metrics:<ul><li>Aggressive Fourth Shot -&gt; Ratio of Shot Error to Winning Rally</li></ul></li></ul></li><li>Performance Analysis:<ul><li>Stability Metrics:<ul><li>Stability When Hitting Shot</li></ul></li><li>Positioning Metrics:<ul><li>Positioning</li></ul></li><li>Efficiency Metrics:<ul><li>Percentage of High-Quality Drops</li><li>Percentage of Aggressive Fourth Shots</li></ul></li><li>Rally Metrics:<ul><li>Deep Serves -&gt; Won Rally Percentage</li><li>High Quality Drop -&gt; Won Rally Percentage</li></ul></li></ul></li><li>Game Analysis:<ul><li>Game Win Percentage</li><li>Fault Rate</li><li>Serve Quality</li><li>Return Quality</li></ul></li><li>Advanced Analytics:<ul><li>Shot Quality:<ul><li>Third Shot Quality</li><li>Reset Quality</li><li>Drive Quality</li></ul></li><li>Error Metrics:<ul><li>Fault Rate</li></ul></li><li>Sequence Analysis:<ul><li>Percentage of Missed or Short Returns from Each Serve</li></ul></li></ul></li></ol>

Trends over time - Public/Private Player Profiles

Tag players to automatically share video uploads

<ul><li>Choose from starred shots / highlights (in Shot Explorer)</li><li>Can be sourced from any videos</li><li>Can crop for social media (e.g., vertical for tiktok)</li><li>Export to social media or download mp4</li><li>Auto reels for games from AI-detected highlights (currently longer rallies, ATPs, Ernes, poaches, firefights, etc.)</li></ul>

Reel Creator

FH drop % (of total 3rds)BH drop %FH drive %BH drive %Against kitchen arrival % when hitting those types of 3rds. It would allow us to see for example that maybe the FH drop % is 60% but successful arrivals at the kitchen after that type of third is only 20%. Maybe my FH drive % is only 15% but I successfully got to the kitchen 100% of those shots so I should maybe increase my drive % and see if I get to the kitchen more often. These are the types of trends and insights that could immediately make an impact on shot selection or understanding what is or isn't working

Completed

Be able to chart out the following:

NYC Pickleball

For each player and shot in the sequence (serve, return, 3rd, etc), show the percentage that are in vs. out vs. into the net.

In/Out/Net Ratios for Serves, Returns, Etc.

These will be exposed as a downloadable Excel file to start.

Access To Advanced Stats

Playback a rally by selecting the rally number. Allow that rally playback to be looped.

Make a Rally selection button.

Anwar

Allow Downloading all Raw Data (for devs)

Allow for the video to be removed and see only the augments. I don’t see this as an option anymore. As an addition allow viewing only certain players and black out everything else. Reason: Some players don’t want their image uploaded to social media.

PB Vision