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IEMI Labs
Now part of RacketOne. RacketOne does this product's jobs and more in one device, our one product for Tennis and pickleball.

ScorePost

Smart scoreboard: tennis challenges, lets and foot faults, pickleball calls, cricket checks

Concept · not for sale
Engineering design: ScorePost
Target price from$99per OverCheck set, RallyPair, head or Court Kit

Software: Basic alerts included · optional plans up to $5 per court per month (optional clip cloud)

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ScorePost concept: the idea and where each part goes

Drag to rotate · right-drag to move · scroll to zoom · click a part for its size and placeSwipe to rotate · pinch to zoom · two fingers to move · tap a part for its size

How it fits together

ScorePost, part by part

Scroll or tap a part. Press “See the 3D CAD design” to watch the model, built from our CAD, light each part up and show how it connects.

ScorePost concept: the idea and where each part goes

Real-time 3D render · drag to rotate · final design may varySwipe sideways to rotate

  1. 01

    The whole ScorePost

    A net-post scoreboard keeps score; on a challenge, cameras find the ball bounce and show its distance from the line.

  2. 02Brain

    Raspberry Pi 5 2GB

    The brain: it runs the scorepost-head program

  3. 03

    Two global shutter cameras

    Film the lines in two directions with no motion blur

    Raspberry Pi 5 2GB · CSI ribbon cables (two ports) · High-speed video

  4. 04

    4 mm CS-mount lenses

    Give each camera a 64° wide view of the court

    Raspberry Pi 5 2GB · CS-mount thread · Light onto the sensor

  5. 05

    Three IP67 buttons

    Score game A, game B and challenge

    ESP32 driver board · GPIO to driver board · Button presses

  6. 06

    E-paper ESP32 driver

    Keeps the score and powers the Pi on for challenges

    ESP32 driver board · Wi-Fi (MQTT) · Challenge and call messages

  7. 07

    7.5 in e-paper

    Shows the score, then the call drawing in sunlight

    ESP32 driver board · SPI from driver board · Screen image

  8. 08

    20,000 mAh USB-C bank

    Powers the head for about 5 camera matches

    Raspberry Pi 5 2GB · USB-C power lead · 5 V power

  9. 09

    BaseClip fence camera

    Watches one baseline from the fence and calls its bounces

    Raspberry Pi Zero 2 W · Wi-Fi (MQTT) · Bounce calls and clips

  10. 10

    All connected

    8 key parts, one program, and your phone

What it is

A battery scoreboard for tennis, pickleball and club cricket, with optional line cameras, score pads and an umpire ball counter.

What it does

  • Shows the score on e-paper
  • Draws bounces, beeps net-cord serves
  • Calls the pickleball score aloud
  • Checks umpire counts and junior retirements

Who it's for

Tennis, pickleball and cricket clubs, park and school courts, and league venues.

How the parts connect

ScorePost, wired up

Every part, what links it to the brain, and how the data reaches your phone. A solid line is a cable; a dashed line is a radio link.

Two global shutter camerasHigh-speed videoCSI ribbon cables (two…4 mm CS-mount lensesLight onto the sensorCS-mount threadThree IP67 buttonsButton pressesGPIO to driver boardown board: ESP32 driver boardE-paper ESP32 driverChallenge and call messagesWi-Fi (MQTT)own board: ESP32 driver board7.5 in e-paperScreen imageSPI from driver boardown board: ESP32 driver board20,000 mAh USB-C bank5 V powerUSB-C power leadBaseClip fence cameraBounce calls and clipsWi-Fi (MQTT)own board: Raspberry Pi Zero 2 WTHE BRAINRaspberry Pi 5 2GBruns scorepost-headPython with Picamera2Headvia Wi-Fi · MQTTPhonevia Wi-Fi hotspot · local web page
Drawn from the ScorePost parts list. The 3D view above is built separately, from the CAD.

The program

What controls ScorePost

Runs on
Raspberry Pi 5 2GB
Written in
Python with Picamera2
System
Linux on Raspberry Pi 5
AI model
Blob tracking plus a small int8 ball check (about 30k parameters)
  1. 1Keep the last 20 seconds of cropped frames in memory
  2. 2On CHALLENGE, freeze the buffers of every camera
  3. 3Find the bounce where incoming and outgoing paths cross
  4. 4Project it onto the court and measure the gap to the line
  5. 5Pick the view with least error and publish the call
scorepost-head.pymain loop
ring = FrameRing(seconds=20)
cams = [Picamera2(0), Picamera2(1)]

while True:
    for cam in cams:
        ring.push(cam.capture_request())
    if mqtt.poll('sp/+/challenge'):
        results = []
        for view in all_views():                 # head cameras + BaseClips
            track = ball_track(view.last(seconds=3))   # background subtraction + CNN
            bounce = find_bounce(track)          # incoming/outgoing path fit
            results.append(gap_to_line(bounce, homography))
        best = min(results, key=lambda r: r.sigma_mm)
        mqtt.publish('sp/court1/call', best.json())

To your phone

How the data reaches ScorePost court page

Any phone browser, from the QR code on the post

  1. BaseClip
  2. Head
  3. Phone

What you see in the app

One screen for each job ScorePost does.

  • Keep scoreIn club doubles with no umpire, players tap the net-post buttons after each game. The e-paper board shows the score in sunlight.

  • Line challengeA ball lands near the centre service line and the players disagree. One press of CHALLENGE draws the bounce against the line.

  • Baseline callA deep shot lands by the far baseline. The fence camera there gets the closest view and makes the call.

App screens with sample data. The interface is in development.

What the app gets

Data ScorePost sends to the app
Score6-4, 3-2Each point
Line callOUT by 14 mmEach challenge
Replay clip4 s videoEach challenge
Uncertainty±4 mmEach challenge
Battery82%Every few minutes

No cloud by default and no face recognition. Clips are deleted after 24 hours.

CAD design · Rev A4 design complete (RallyCall pickleball pads, OverCheck and RetireCall cricket scoring, and LetCall + FootCheck tennis lets and foot faults added 26 Oct 2026), all hardware fit-checked in CAD, not built

Designed in code, checked in 3D

  • 15 printed parts, each a single closed solid
  • Every bought part fitted inside and checked for collisions
  • Assembled exactly as shown in the 3D CAD view (the button on the picture at the top)
See the CAD parts renderScorePost printable parts rendered from the CAD

Key specs

ScorePost hardware
AI processorWaveshare e-Paper ESP32 Driver Board (scoreboard); Raspberry Pi 5 2GB (head cameras, switched on only in Camera mode); Raspberry Pi Zero 2 W (BaseClip)
CameraRaspberry Pi Global Shutter Cameras (Sony IMX296): 2 per head with 4 mm lenses, 1 per BaseClip with a 6 mm lens
Sensors3 × 22 mm IP67 metal pushbuttons (GAME A, CHALLENGE, GAME B) · RallyPad: 60 mm lit dome button and 40 mm speaker per team (pickleball) · Cricket OverCheck: 4x4 membrane keypad and 2.13-inch e-paper (TallyPad); 2 buttons, 6 ball LEDs and a buzz motor (OverClick) · Junior RetireCall: 4.2-inch e-paper order board with fence hooks · Tennis LetTap: LIS3DH accelerometer on the net band and an I2S microphone for the racket strike
ConnectivityWi-Fi via the club access point or the head's own hotspot · MQTT events and short H.264 clips · Phone web page by QR code · ESP-NOW between the OverClick, the TallyPad and the RetireCall order board (about 80 m to the scorer, est.)
Power20,000 mAh USB-C PD bank in the head (about 5 Camera matches per charge, or months of scoreboard-only use, est.); 10,000 mAh bank per BaseClip; 2 AA per TallyPad (about 255 h, est.) and a 250 mAh USB-C LiPo per OverClick (about 100 h, est.); 2 AA per RetireCall order board (about 212 h, est.)
EnclosureBlack ASA head with a 2 mm UV polycarbonate window and V saddle for the net post; camera pods in deep lens hoods; white ASA BaseClip on a fence clamp
DimensionsHead about 250 × 320 × 66 mm; BaseClip about 130 × 56 × 50 mm; RallyPad about 80 × 150 × 92 mm; TallyPad about 110 × 160 × 24 mm; OverClick about 48 × 87 × 26 mm; order board about 136 × 150 × 34 mm
All target specifications

Scoreboard

Scoreboard target specifications
Display7.5 inch e-paper, 800 × 480
Digits60 mm, sun-readable
PowerAbout 5 mW average in scoreboard mode (est.)
ButtonsGAME A, CHALLENGE, GAME B; long press to undo

Line calls (target, computed)

Line calls (target, computed) target specifications
Baseline (BaseClip)2–8 mm per pixel, about ±3–5 mm (est.)
Near sideline (post)5–9 mm per pixel, about ±5–10 mm (est.)
Too-close thresholdUnder 10 mm shows 'TOO CLOSE TO SHOW'
Challenge to drawingWithin 8 s (to be tested)

Fit and power

Fit and power target specifications
Net posts3 and 3.5 inch round (square posts in rev B)
Camera matches per chargeAbout 5 of 1.5 h (est.)
Clip storage4 s clips, deleted from the head after 24 h

Pickleball RallyCall

Pickleball RallyCall target specifications
ScoringSide-out doubles from 0-0-2, to 11 win by 2; rally-scoring setting
DisputeBoth pads within 3 s = CHECK; hold both 2 s = undo
VoiceAbout 66 dB at the farthest corner (est.)
BatteryAbout 37 h of play per 2 AA (est.)
PostsRound Ø32–76 mm with hose clamps

Cricket OverCheck

Cricket OverCheck target specifications
Keys0 1 2 3 4 6, W, WD, NB, B, LB, UNDO, ACK, next bowler
Over checkScorer's legal balls vs the umpire's OverClick, every over
League settingsWide and no-ball penalty 1 or 2 runs; 6 or 8 balls per over
Cross-checkBatting + extras = bowling + byes + leg byes = total, every ball
BatteryAbout 255 h per 2 AA (pad), 100 h per charge (counter), est.

Junior RetireCall

Junior RetireCall target specifications
LimitRuns or balls faced, any number the league sets
WhenStraight away, or at the end of the over
ReturnIn the order they retired: after everyone has batted, or from a set wicket
PairsPairs formats with runs off per wicket (Kwik Cricket: 5)
Board4.2 inch e-paper, about 212 h per 2 AA (est.)

Targets for production units; they may change during development.

Pricing

Hardware: $99–$1,990 per OverCheck set, RallyPair, head or Court Kit

Software: Basic alerts included · optional plans up to $5 per court per month (optional clip cloud)

Target prices: $249 scoreboard-only head, $649 head with camera pods, $1,990 Court Kit (2 heads and 2 BaseClips). $129 RallyPair (2 pickleball pads). Parts cost at quantity 1 is about $411 per head and $153 per BaseClip, and about $94 per RallyPair (est.). $99 OverCheck for cricket (TallyPad + OverClick), $39 per extra OverClick; parts about $72 per set at quantity 1 (est.). $79 RetireCall order board for junior cricket; parts about $54 at quantity 1 (est.). $79 LetTap per court for service lets; parts about $41 at quantity 1 (est.). FootCheck is a free firmware feature on Court Kits.

Scoreboard

$249 (target)

The e-paper net-post scoreboard without cameras.

  • 7.5 inch e-paper score
  • GAME A / GAME B buttons
  • Months per charge (est.)
  • Live score page

RallyPair

$129 (target)

Two pickleball score pads, one per team, for the same net post; works alone or with a head.

  • One press per rally
  • Side-out and server 1/2 logic
  • Score called aloud
  • CHECK and undo

OverCheck

$99 (target)

A scorer's TallyPad and an umpire's OverClick for club cricket; works alone or with a head as the boundary board.

  • Ball-by-ball scoring keys
  • Umpire's ball count checked every over
  • Interval check for Law 3.2
  • CSV and printable sheet

ScorePost Camera

$649 (target)

Scoreboard head with two camera pods for sideline and centre-line calls.

  • Everything in Scoreboard
  • CHALLENGE button
  • Near sideline and centre service line
  • Phone clips

Court Kit

$1,990 (target)

Two heads and two BaseClips for a full court.

  • Both net posts
  • Baseline calls from the side fence
  • Optional clip cloud ($5/court/month, est.)
  • Club battery dashboard

Indicative launch pricing in USD, excluding taxes and shipping. Final pricing is confirmed before any balance is charged.

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    From the product lab · ideation phase

    Lab updates for ScorePost

    All lab updates
    1. LatestOne tennis and pickleball product per court, as the smart net posts themselves.
      • Still part of RacketOne, now redesigned as smart net posts: https://iemilabs.com/products/racketone/

      See it in 3DFull research and design

    2. Tennis and pickleball clubs and parks need one product per court, not several kits and apps.
      • Folded into RacketOne: see https://iemilabs.com/products/racketone/

      See it in 3DFull research and design

    3. Parks, HOAs and clubs with courts near homes face several jobs on every court: neighbours complain about paddle noise and cities measure by hand at the fence (Cupertino limited hours in May 2026; Denver measured over 70 dB against a 55 dB limit; a Berwyn YMCA closed courts in a lawsuit), quiet-gear hours are posted on signs nobody checks, booked courts at $10–20 an hour sit empty (Tualatin Hills, Kino, Boulder), and rec play has no referee for score and line arguments. Our own two products for it cost $2,074 and $44 a month per court.
      • Combined into CourtPost (https://iemilabs.com/products/courtpost/); ScorePost itself is unchanged

      See it in 3DFull research and design

    4. Club and league tennis has no umpire, so players must call lets and foot faults themselves. Under the USTA Code any player may call a service let but only before the return is out of play, and a net touch is often silent; the receiver may call a foot fault only after a warning, with no official to find, and only if it is flagrant, while Tennis Australia says the receiver may not call foot faults at all.
      • New CAD part let-tap: a pod on the net band with a movement sensor, a microphone, a buzzer and an amber LET lamp (10 of 10 bought parts fit)
      • New CAD part let-tap-lid: a hook over the net band with a thumb screw that grips it (7 of 7 fit)
      • New let logic: beeps only when a serve touches the net, never in a rally; new foot check on the baseline cameras, shown only to the server or the league referee
      • Product page updated with the let beep, foot check, three new examples and three new FAQs
      • Parts list: LetTap about $41 per court (est.), target price $79; foot check free on Court Kits

      See it in 3DFull research and design

    5. Junior cricket makes batters retire at a set score so everyone gets a bat, then brings them back in a set order, and one volunteer scorer has to spot it every ball. The ECB junior format recommendations retire U10/U11 batters at 25, Northern Cricket Union youth leagues at 30, 40 or 50, South Australian schools at 20 "as soon as" it is reached, and the ACS (Victoria) lets retired batters back only from the 9th wicket.
      • New CAD part order-board: a case for a 4.2-inch e-paper batting-order board with a rain brow (8/8 fit checks, one solid)
      • New CAD part order-board-lid: a back with two hooks for a fence wire or hut rail (6/6 fit checks, one solid)
      • New RetireCall software: any run or ball limit, straight away or at the end of the over, return order after everyone or from a set wicket, coach retirements and pairs cricket (11/11 checks)
      • BOM: order board about $54 in parts (est.), target $79 add-on
      • Product page, design page and DESIGN.md updated with two junior use cases, two FAQs, a spec group, sources and a rules note

      See it in 3DFull research and design

    6. Club cricket needs a second, independent score record. The Laws (MCC Law 3) ask for two scorers whose books agree, but most recreational games run on one volunteer from the batting side, disputed books cannot tell whether the batting or bowling figures are wrong (Cricket NSW umpires' guidance), and umpires' miscounted 5- and 7-ball overs never reach the sheet (ACS).
      • New CAD parts: TallyPad case and desk-wedge back for the scorer (membrane keypad, small e-paper screen), OverClick case and belt-clip back for the umpire (BALL and UNDO buttons, 6 ball lights, buzz on balls 5 and 6)
      • New cricket scoring engine: wides, no balls, byes, leg byes, league penalty and balls-per-over settings, and an over-by-over check against the umpire count
      • Parts list +$72 per OverCheck set at quantity 1 (est.); target price $99
      • Design notes: a dated OverCheck section with 10 sources and a Laws compliance note (Laws 3 and 17.5)
      • Product page updated: summary, highlights, two cricket use cases, an OverCheck tier and spec group, and three new FAQs

      See it in 3DFull research and design

    7. Recreational pickleball doubles has no referee: the server has to call a 3-number score ("4-2-1") before every serve, and forgetting the server number or the score is the most common on-court mistake and argument (pickleball.com and The Dink score guides). The 2026 USA Pickleball rules also want calls made promptly so play can go on with the right score and server.
      • New CAD parts: RallyPad case with a 60 mm lit button and speaker grille, and a back with a V saddle for round posts 32–76 mm; 16 of 16 fit checks pass
      • Hardware: XIAO ESP32-C3, small amplifier and speaker, 2 AA lithium cells; about $47 per pad and $94 per pair at qty 1 (est.)
      • Software: pickleball scoring logic (side-outs, server 1 and 2, who serves from which side, game to 11 win by 2, rally-scoring setting), CHECK when both teams press, undo, and the score spoken aloud
      • Design doc: dated section with 7 sources and an in-house test of the scoring logic, loudness and battery
      • Product page: new tagline, summary, pickleball highlights, 2 use cases, a pickleball spec group, a $129 RallyPair tier and 3 new FAQs

      See it in 3DFull research and design

    8. In/Out's original net-post-only device judged baselines poorly (20–30 mm error in a 2021 test), and its v4 added line devices → the CAD geometry report shows why: from 1.2 m on the post, lines across the view resolve 53–117 mm per pixel, so ScorePost only gives verdicts on lines that run along a camera's view and adds a BaseClip on the side fence for each baseline (2–8 mm per pixel)
      • New design: 5 printed parts in code CAD, bought parts fit-checked
      • Market research, hardware list and use case written up
      • Design page and kit render published
      • Product page added

      See it in 3DFull research and design

    ScorePost FAQ

    General FAQ
    Is ScorePost available?

    No. ScorePost is a concept in the in-house design and testing stage. It is designed and fit-checked in CAD, but nothing has been built, printed or measured, and all accuracy figures are estimates.

    How does ScorePost help with lets and foot faults?

    LetCall hangs a LetTap on the net band between the post and the singles stick. It hears the serve and feels the cord, and beeps only when a serve touches the net, so the players can call the let in time. FootCheck uses the BaseClip cameras that already look along each baseline to check the server's feet against the line up to the moment the ball is struck.

    Does ScorePost call foot faults?

    No. Under the USTA Code the receiver may call only flagrant foot faults, after a warning and after trying to find an official; Tennis Australia does not let the receiver call them at all. FootCheck is evidence: in self-check mode only the server sees it, and in league mode it goes to the referee or court supervisor, who decides. It is off by default.

    Has the let and foot check been tested?

    Only in-house in software and CAD. The logic was replayed over known points and 300 random points (no missed or false let beeps in the logic), and the parts were fit-checked in CAD. Nothing has been tried on a real net yet, and the cord threshold and foot-line accuracy are estimates.

    How does RetireCall help junior cricket?

    The club sets the league's rule once: the retirement score or ball limit, whether it applies straight away or at the end of the over, and when retired batters may come back. The TallyPad then checks every batter after every ball. When one reaches the limit, the umpire's OverClick buzzes and the order board shows who retires, who is next in and the order the retired batters come back.

    Does RetireCall decide who retires?

    No. Retirement is set by each competition's playing conditions, and the umpires and captains apply them. RetireCall is a reminder: the scorer can change any line, and nothing is sent off the ground. It has been tested in software only (11 checks, including 50 random innings); the board is drawn and fit-checked in CAD but not built.

    How does OverCheck help club cricket scorers?

    The scorer keys each ball on the TallyPad and the umpire presses BALL on the OverClick. Both records go into one ball log, so the batting and bowling sides of the sheet always add up to the total, and any over where the book and the umpire's count differ shows CHECK while the over is still fresh.

    Is OverCheck allowed under the Laws of Cricket?

    It is a tool for the scorers, not a scorer or an official record: Law 3 still needs scorers, and the scorer still acknowledges every signal by hand. Under Law 17.5 the over as counted by the umpire stands, so a CHECK never asks the umpire to change anything. Leagues that restrict umpires' electronic devices would need to allow the OverClick in their playing conditions.

    Has the cricket scoring been tested?

    In software only: wides, no balls, byes and leg byes, undo, a random 20-over innings where batting, bowling and total agreed on every ball, and a seven-ball over and a missed dot that were both flagged. The TallyPad and OverClick are drawn and fit-checked in CAD but not built; radio range and battery life are estimates.

    How does ScorePost help with pickleball?

    Two RallyPads clamp to the net post, one for each team. The team that wins the rally taps its pad once. The pads work out side-outs and server 1 or 2, the serving pad calls the 3-number score aloud before the serve, and a head (if fitted) shows who serves from which side.

    What if the teams disagree about who won the rally?

    If both pads are pressed within 3 seconds the score does not change and CHECK is shown, so the players can replay or agree the point. Holding both buttons for 2 seconds undoes the last rally. It is a score aid for recreational play, not a referee.

    Has the pickleball scoring been tested?

    The scoring logic has been tested in-house in software: a worked game sequence, 200 random rallies checked against the even-score rule, a dispute and an undo. The pads are drawn and fit-checked in CAD but not built, and loudness and battery life are estimates.

    Is it an official line-calling system?

    No. It is evidence the players agree on and never overrides a player's call. It is not ITF classified and does not claim to meet USTA electronic line-calling requirements, so sanctioned leagues may not allow it.

    Why is there a camera on the fence?

    From 1.2 m on the net post a camera judges baselines poorly, at 53–117 mm per pixel. A BaseClip on the side fence looks along the baseline at 2–8 mm per pixel, which is the view a line judge uses.

    Does it record players all the time?

    No. Cameras keep a 20-second ring in memory that is overwritten. Nothing is saved unless CHALLENGE is pressed, clips are 4 seconds and cropped to the ball path, and they are deleted from the head after 24 hours.

    How is it powered on outdoor courts?

    From a USB-C power bank in the head. Scoreboard-only use lasts months; in Camera mode it manages about 5 matches per charge (est.), so a busy court needs a weekly charge.

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