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IEMI Labs

SmartHoop

AI basketball hoop that tracks every shot, score and rep

In development · Ships Q4 2027Reservations open
From$2,499per hoop

Software: $100–$300 per month

$49 deposit, credited against the final price, refundable any time before shipment. Target ship window Q4 2027.

ball 0.95rim · makeREC ● EDGE · ON-DEVICENVIDIA JETSON ORIN NANOLATENCY < TARGET · NO CLOUD UPLOAD
Product render — final design may vary

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

What it is

A regulation-size basketball backboard and rim with cameras and sensors built in.

What it does

  • Counts makes and misses automatically
  • Maps where every shot came from
  • Keeps score during games
  • Sends stats and replays to phones

Who it's for

School and college programmes, skills coaches, gyms and leagues.

Look inside

What's inside SmartHoop

Keep scrolling: it opens up in real time to show the parts that do the work.

ball 0.95rim · makeREC ● EDGE · ON-DEVICENVIDIA JETSON ORIN NANOLATENCY < TARGET · NO CLOUD UPLOAD
Product render — final design may vary

Overview

SmartHoop integrates three 4K cameras, rim load and vibration sensors and an edge AI processor inside a standard backboard and rim. It detects shots, makes, misses and player positions automatically, scores games, and streams stats and replays to coaches and players.

  • 3× 4K cameras flush-mounted in the backboard frame and under the rim
  • Automatic shot, make/miss and score detection with < 150 ms latency
  • Rim strain-gauge and vibration sensors for dunk and rim-contact events
  • Designed to fit regulation 1800 × 1050 mm backboard and 450 mm rim

The problem

Shot tracking for basketball relies on manual charting, wearables or expensive fixed-camera systems. Coaches at high schools, colleges and training gyms lose hours tagging video, players lack objective feedback on shooting form, and recreational venues cannot offer automated scoring or highlights.

Use cases

Shooting practice analytics

Track makes, misses, shot location and arc for every rep without wearables or manual charting.

Automatic game scoring

Score pickup games and leagues automatically and push the score to a display or app.

Team coaching

Generate shot charts and player-tagged highlights for practice and game review.

Recreational venues

Offer paid shooting challenges, leaderboards and highlight clips at gyms and family entertainment centres.

Streaming and replays

Stream live rim-cam angles with instant replays for school broadcasts.

How it works

  1. 1

    Capture

    Top, side and under-rim cameras capture the court and the rim at up to 4K, synchronised in hardware.

  2. 2

    Detect

    On-device models detect the ball, players and shooter pose; rim sensors capture load and vibration.

  3. 3

    Classify

    Each attempt is classified — make, miss, rim-out, dunk, block — and attributed to a player in under 150 ms.

  4. 4

    Score and replay

    Scores and an instant replay are sent to the scorer tablet, display or app over 5G Wi-Fi 6E.

  5. 5

    Analyse

    Shot charts, streaks and form metrics sync to the IEMI dashboard for players and coaches.

In the app

IEMI Hoop

The IEMI hoop app shows live scores, shot charts and replays; players get personal stats and highlights on their phones.

  • Live auto-scoring
  • Per-player shot charts
  • Form metrics (release, arc)
  • Shooting drills and challenges
  • Auto highlights per player
  • Leaderboards for venues
IEMI HoopLive
Shooting drill · Court 2
Made
38 / 52
FG%
73%
3PT
9 / 17
Avg arc
46°
Ball 0.97Shooter · #23 0.94Rim 0.99Make 0.93● RECCAM 03 · ON-DEVICE18:44:07
  • Hot streak18:44

    7 makes in a row from the left wing

  • Arc dropping18:39

    Last 5 shots averaged 39°, target 45°

  • New personal best18:31

    3PT drill: 9 makes in 2 minutes

  • Session started18:12

    Shooting drill · 52 shots logged

App preview with sample data — interface in development

AI capabilities

Runs on-device · NVIDIA Jetson Orin Nano

Ball and rim tracking

Tracks the ball through the shot arc and its entry into the rim.

Model: YOLO11-s + trajectory fitting

Shot outcome classification

Fuses vision and rim-sensor data to classify make, miss, rim-out and dunk.

Model: Temporal CNN over fused features

Player detection and attribution

Detects players and re-identifies the shooter across the possession.

Model: RT-DETR + OSNet re-ID

Shooting form analysis

Measures release point, elbow angle and arc from pose keypoints.

Model: RTMPose / YOLO11-pose

Highlight generation

Automatically clips makes, dunks and blocks per player.

Model: Event classifier

Hardware & target specifications

Targets for production units. Subject to change during development.

Hardware

SmartHoop hardware
AI processorNVIDIA Jetson Orin Nano (up to 20 TOPS INT8 configuration)
Camera3× 4K (3840×2160), 150° wide-angle: top court view, side angle view, under-rim shot view
SensorsRim strain gauge (load) · Vibration sensor · Temperature sensor · IMU
Connectivity5G Wi-Fi 6E (dual-band) · Bluetooth LE 5.3 · Ethernet (indoor install option)
Power36 Wh Li-ion in backboard frame (up to 8 h) or hard-wired 24 V indoor supply
EnclosureTempered-glass-compatible backboard frame with protective cover, electronics tray and rear frame
DimensionsDesigned for 1800 × 1050 mm backboard, 90 mm frame depth, 450 mm rim
Weight~2.2 kg added (hoop system)
Ingress ratingIP65

Vision

Vision target specifications
Cameras3× 4K Ultra HD
Field of view150° wide-angle
ViewsWide court, side angle, under-rim
ReplayInstant multi-angle replay

AI and detection

AI and detection target specifications
ProcessorJetson Orin Nano
DetectionShot, score, ball tracking, player tracking
Latency< 150 ms end-to-end
ProcessingOn-device; cloud optional

Power and wireless

Power and wireless target specifications
Battery36 Wh Li-ion, up to 8 h
Wired option24 V DC indoor supply
Wireless5G Wi-Fi 6E
OutputHDMI / SDI via receiver (optional)

Physical

Physical target specifications
Backboard1800 × 1050 mm (standard)
Rim450 mm Ø
Added weight~2.2 kg
WeatherproofingIP65
Operating temp.−10 °C to 50 °C

Built with

The real parts inside

Proven, off-the-shelf components our prototypes are built on. Final production parts may differ.

Raspberry Pi AI HAT+ (Hailo AI accelerator) (reference photo)

Raspberry Pi AI HAT+ (Hailo AI accelerator)

Runs the vision models on the device

Photo: SparkFun Electronics,CC BY 2.0, via Wikimedia Commons · AI overlay added

Compact camera module (reference photo)

Compact camera module

Built-in camera for our own devices

Photo: the Raspberry Pi Foundation,CC BY-SA 4.0, via Wikimedia Commons · AI overlay added

Impact sensor (accelerometer) (reference photo)

Impact sensor (accelerometer)

Detects hits, shocks and vibration

Photo: SparkFun,CC BY 2.0, via Wikimedia Commons · AI overlay added

Load cell (weight sensor) (reference photo)

Load cell (weight sensor)

Weighs each compartment

Photo: Gannu03,CC BY-SA 4.0, via Wikimedia Commons · AI overlay added

Reference photos of commercially available components. IEMI Labs is not affiliated with or endorsed by their manufacturers. Photo credits

In the box

Planned contents

  • SmartHoop backboard frame main unit
  • Rim support sensor module
  • 3× camera modules (pre-installed)
  • Battery pack and charger or 24 V PSU
  • Mounting bracket kit
  • Coach app licence

Software & app

The IEMI hoop app shows live scores, shot charts and replays; players get personal stats and highlights on their phones.

  • Live auto-scoring
  • Per-player shot charts
  • Form metrics (release, arc)
  • Shooting drills and challenges
  • Auto highlights per player
  • Leaderboards for venues

Integrations

  • IEMI coach and scorer app (iOS / Android)
  • Scoreboard output (HDMI / network)
  • OBS / vMix via NDI
  • CSV / JSON stat export
  • REST API and webhooks

Pricing

Hardware: $2,499–$3,999 per hoop

Software: $100–$300 per month

Indoor wired and outdoor battery versions planned. Final pricing will be confirmed before shipping.

Training

$2,499 + $100/mo

Shot tracking for gyms and individual trainers.

  • Make/miss and shot charts
  • Player app
  • 30-day cloud storage
  • Drills library

Team

$3,199 + $200/mo

For school and college programmes.

  • Everything in Training
  • Auto-scoring
  • Player attribution and highlights
  • 5 coach seats

Venue

$3,999 + $300/mo

For arenas and entertainment venues.

  • Everything in Team
  • Streaming output and overlays
  • Leaderboards and challenges
  • Priority support

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

Estimated impact

Manual shot-charting time
up to 90% less (est.)
Shooting reps tracked per session
up to 3× more (est.)
Video review prep time
up to 70% less (est.)

Illustrative estimates based on internal modelling and typical deployments; not measured results. Actual outcomes depend on site conditions and usage.

Designed for

  • High school and college basketball programmes
  • Training academies and skills coaches
  • Gyms and recreation centres
  • Family entertainment venues
  • Basketball leagues

Roadmap

Target milestones. We will email reservation holders and pilot partners as they change.

  1. Q4 2026

    Reservations open; backboard main-unit prototype

  2. Q1 2027

    Rim sensor module and shot-classification model training

  3. Q2 2027

    EVT builds; impact, dunk-load and weather testing

  4. Q3 2027

    Pilot installs at training gyms and school programmes

  5. Q4 2027

    First shipments; certification process planned

Questions

Ask about SmartHoop

Volume orders, clubs and institutions, integrations or anything else. We reply within two business days.

We use your details only to respond to this request. See our privacy policy.

SmartHoop FAQ

General FAQ
Is the $49 reservation deposit refundable?

Yes. The $49 deposit is fully refundable any time before your unit ships — email hello@iemilabs.com or use the refund link in your confirmation email. It is credited in full against the purchase price, and reserving creates no obligation to buy. Payments are processed securely by Stripe.

Is SmartHoop FIBA or NCAA approved?

No. SmartHoop is designed to fit regulation backboard and rim dimensions. It is in development, and certification is planned after launch.

Is my data processed on the device?

Yes. Shot detection, scoring and player tracking run on the processor inside the backboard. Video is only uploaded if you enable cloud sync or streaming.

Can it be fitted to my existing hoop?

SmartHoop ships as a complete backboard and rim unit that mounts to most standard in-ground and wall-mounted systems with the included bracket kit. We will publish a compatibility list before shipping.

Does it work outdoors?

Yes. The target rating is IP65 with operation from −10 °C to 50 °C, and the battery version needs no wiring.

Is SmartHoop available now?

SmartHoop is in development. Specifications shown are target specifications and may change as we complete engineering validation. We are targeting a Q4 2027 ship window and will email reservation holders with every major milestone.

What warranty will it come with?

We are planning a 2-year limited hardware warranty covering manufacturing defects, with advance replacement for pilot and business customers. Final warranty terms will be published before shipping begins.

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SmartHoop

From $2,499 · Ships Q4 2027

Reserve $49