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Hack the Track presented by Toyota GR

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Connect with the participants – support your favorite projects by liking, sharing, and commenting on them.

Filter submissions

App Status
Category Selection
Driver Training & Insights: Telemetry/Driver Comparison AI
Driver Training & Insights: Telemetry/Driver Comparison AI

Utilize VBOX data to provide AI augmented insights to a driver based on on a meter-by-meter assessment of brake pressure, throttle application, G-forces, steering angle, braking and more.

Winner Winner
spos bobalina
5 1
Racing Intelligence Platform - Riyex
Racing Intelligence Platform - Riyex

The Racing Intelligence Platform turns TRD telemetry into clear insights—highlighting your perfect lap, consistency, pace fade, and mistakes—so you know exactly where to improve and go faster.

Winner Winner
Brian Wigginton Ryan Gibbons David Dye Ryan Hutchison + 1
17 2
Apex Velocity
Apex Velocity

Professional racing analytics for Toyota GR Cup drivers. Compare lap times, visualize racing lines, and analyze telemetry data to improve track performance.

Winner Winner
Abel1011 Mendez
1 0
Carma: Fastest Lap Intelligence
Carma: Fastest Lap Intelligence

A data-driven engine for fastest-lap analysis and ghost replays.

Winner Winner
Minnie Ren Dhairya Dhamani Rahul Koshy
2 0
Galaxie - Pre Race Statistics
Galaxie - Pre Race Statistics

Bayesian Monte Carlo race predictions power interactive tabs showing driver performance, track stats, and win probabilities—all before the race starts.

Winner Winner
Braden Williams
0 0
Project αlpha
Project αlpha

Live weekend brain for race series and teams: ranks pace and consistency, replays races with AI commentary, and surfaces standout drivers, trends, and anomalies in real time.

Winner Winner
David Hodge Jr
1 0
Toyota GR Cup Real-Time Dashboard Simulator
Toyota GR Cup Real-Time Dashboard Simulator

This dashboard merges Toyota GR Cup's live track data, tyre deg, weather data and chassis telemetry. It provides PIT STOP windows and PUSH/DEFEND calls with an interactive display for race engineers.

Winner Winner
Danielle Royer
1 0
GR Cup Analytics
GR Cup Analytics

Providing insights into GR Cup races

Winner Winner
Ed U
1 0
toyotagr_opportunity_corner_analysis
toyotagr_opportunity_corner_analysis

Significant corners offer the greatest improvement potential. Corners requiring substantial driver input—heavy braking, aggressive steering, significant speed reduction.

leahYan Yan Masahito Takemura
0 0
GRadient
GRadient

GRadient is a data simulation tool that allows users to scale representative values of a race cars function and view accurately simulated telemetry readings per track based on Toyota GR's dataset.

Clara Yee
1 0
Team Krishna
Team Krishna

Overtake AI is your digital race strategist. We analyze real-time telemetry to predict overtake chances, giving Toyota GR Cup drivers the split-second insights needed to pass rivals and win races.

Krishna Thakar
0 0
On The Go(OTG)
On The Go(OTG)

We are building a post time track analysis platform that utilizes the power of AI to give data based on weather and other diagnostics for improvements to be made.

Olusoji Taiwo Lasaki Inioluwa Oyatobo Nakshatra Bobbili Hamza Tai
1 0
MotoGPT
MotoGPT

MotoGPT is ChatGPT for racing—ask your car why you're slow, and it tells you exactly which corners to fix and how.

Vic Phu
1 2
Lapped
Lapped

Easy data cleaning and visualization - so YOU can focus on winning

+ 1
0 0
GR Analytics & Computational Engine (GRACE)
GR Analytics & Computational Engine (GRACE)

Turns raw GR Cup data into real-time race intelligence, predicting pace, driver performance & identifying strategy opportunities by analyzing timing, telemetry in real time to guide race decisions.

Julia Seward
0 0
GR Strat SIM
GR Strat SIM

Monte Carlo pit strategy engine using 200M+ GR Cup telemetry points. Physics-based simulations predict optimal pit windows in real-time. Sub-second decisions backed by over 40k race scenarios.

Nnanna Osinachukwu Obinna Nnanna
1 0
GR Teleforge
GR Teleforge

Turning raw telemetry data into race-winning strategy and AI-powered driver insight.

Hasnain Niazi Khoa Bùi Mình Ali Benrami
2 0
Circuit OS
Circuit OS

An AI race engineer for the GR Cup that transforms raw telemetry into a competitive edge by predicting grip, driver focus, and overtake probabilities in real-time

Tom Pham Aarush Agrawal thiendangnn63 Nguyen Ethan Collins
4 0
UBC Solar's Driver Insights for TRD
UBC Solar's Driver Insights for TRD

A team of Race Strategy Developers are accelerating Toyota GR community driver growth and team success with our Driver Insights Tool!

Aarjav Jain Joshua Riefman Jonah Lee Rifana + 1
6 0
https://racepulse.infoset.co/
https://racepulse.infoset.co/

RacePulse is an intelligent real time racing analytics platform designed to revolutionize drivers performance combining telemetry data processing, advanced analytics, visualization and live AI coach!

Fotios Stathopoulos Krishna Kant
1 0
Racing Analytics
Racing Analytics

a modern UI web application for post events analysis, entaming various sides of the race. explained with dashboards, graphs, factors and a map.

Diaeddine LYAMANI
1 1
NA
NA

NA

Karunakar Elagandala
0 0
Apex Replay
Apex Replay

Turn raw telemetry into instant coaching—multi-lap replay analysis that shows exactly where drivers lose time and how to improve, powered by AI insights.

spubify auth
0 0
GR-GridMind
GR-GridMind

"In racing, data is noise. Drivers don't need charts; they need answers."

Hafiz Atif Ali Zainab Khan Arslan Ali
3 0

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