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Machine Learning, Game Theory and Data Analytics for Motorsport: we build software for teams
🇲🇾/ BAHRAIN 🇧🇭
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Steering corrections between Mercedes drivers in Baku using computer vision 🤖 on Lap 27 ✨

⚫️ Lewis is correcting through the corner (below: left-right correction: purple and yellow) 

🔵 George is fighting the steering less (below: no corrections: purple) 

*Model is a work in progress—having a bit of fun and hope you all enjoy! 

Built with the help of Ankita  @ankita_madaan and Simone @simone.teglia! 🇯🇲🇮🇳🇮🇹🫱🏽‍🫲🏾

#F1 #AzerbaijanGP by @code__fx
11
2 years ago
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Computer Vision Proof Of Concept | A PIT STOP ANALYTICS model incorporating TIME is Born 🤖⏳

We took the 2021 Monaco GP pit stop with Valterri Bottas as a use case to highlight a simple example where teams could use models like this to optimize their pit stops, highlight subtle differences among teams for competitive analysis and determine where time can be optimized in future 

There is a LOT more we could do with this! 

We will be posting the design of this model for our members on ‘Buy Me a Coffee’ and Medium so be sure to use the link in bio to be first to see it there!

🟥 arrows highlight the right front Tyre that was stuck (and had the most time compared with the other Tyres) We can now measure TIME for each tyre change and a lot more so stay tuned! 

#computervision #f1 #ai #artificialintelligence #sportsanalytics #mercedes #codef1 #anyma 

Give us a follow 🤖🧬⚗️🧪: @code__fx

PS: Don’t hesitate to reach out—we love collaborating! by @code__fx
15
2 years ago
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Had a lot of fun building a computer vision system for real-time object detection & tracking in motorsport.

Imagine an AI-powered tool that can analyze and optimize racing lines, compare strategies across drivers, and deconstruct strategic decisions at race starts—all from live video.

Across motorsport, tools like this can deliver intelligent, real-time insights and help unlock competitive advantages on and off the track.

We’re always open to collaboration—reach out if you’re building in this space. Let’s innovate together.

Please like and share if you enjoy our work! 

#F1 
#ComputerVision 
#AI 
#MotorsportTech 
#RaceAnalytics 
#Motorsport 
#codef1 
#codefx by @code__fx
16
a year ago
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WHAT. A. QUALI

Lando Norris 🟠 puts in a sensational laps even after limited running in Practice 

The first F1 race in Madring—what are your predictions? 

#f1 by @code__fx
0
a month ago
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Kimi Antonelli put on a MASTERCLASS at his home race in Monza 🇮🇹

Starting from P19 and rapidly ascending to P1

Impressively, Kimi was faster than George for 73% of the race, and was ~0.500s per lap quicker 🤯

A dominant display 🚀

#f1 by @code__fx
2
a month ago
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We are BACK! Monza RACE WEEK🇮🇹

Playing with incredible Ferrari F40 3D assets to commemorate the F40 debuted by Lewis Hamilton trackside on Thursday 

Cars hit in the track this weekend—let’s go🔥

———————
Image and Logo Credits

3D asset generated by Black Snow
Ferrari logo used for educational purposes—CodeF(x) does not own nor is affiliated with Ferrari or its subsidiaries 

Copyright Disclaimer: Under Section 107 of the Copyright Act 1976, allowance is made for “fair use” for purposes such as criticism, comment, news reporting, teaching, scholarship, and research. Fair use is a use permitted by copyright statute that might otherwise be infringing. There are certain scenes from the Formula 1 calendar where race footage is used. All those rights are property of FOM. Other photos and news elements are used solely for the purpose of assisting the original content illuminate a more in depth story. 

#F1 #ferrari #f40 #lewishamilton by @code__fx
0
a month ago
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🇹🇹—Massive thanks to @ttkarting for having us in Trinidad for the 2026 Nations Cup

We were pleased to deploy our newest model, Octavia, that identifies emerging motorsport talent globally. A massive congrats to the inaugural Octavia winners! 

Don’t hesitate to reach out for access to Octavia to see the global emerging karting talent in the US, Europe and now the Caribbean! 

#latergram #karting #talent #ai machinelearning taken in Trinidad and Tobago, West Indies by @code__fx
0
a month ago
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*A first for Caribbean motorsport: the Trinidad and Tobago Karting Association partners with CodeF(x) to bring AI-powered driver analytics to Wallerfield.*

The TTKA is proud to announce a groundbreaking technology partnership with CodeF(x) Motorsports for the Nations Cup Caribbean 2026, the first time AI-driven analytics will be deployed at a karting event anywhere in the Caribbean.

At the heart of it is Octavia, CodeF(x)’s driver-discovery platform, which will analyse performance data and give our racers an objective, data-driven picture of how they measure up. This kind of analytical insight, until now, has belonged only to the world’s top racing academies.

It won’t stop with the Nations Cup. Because the event runs in parallel with Rounds 6 and 7 of the TTKA National Karting Championship, Octavia will also be available to our home-grown NKC drivers, putting the same professional-grade analytics in the hands of Trinidad and Tobago’s own racers, from our youngest classes up.

For every driver this is a genuine leap forward and we’re proud that it begins here, in Trinidad and Tobago.

Our thanks to the team at CodeF(x) for partnering with us to lead the region into a new era of the sport.

🏁 Nations Cup Caribbean 2026 · NKC Rounds 6 & 7 · Wallerfield International Raceway · 13–16 August

#NationsCupCaribbean #Karting #Motorsport #TTKA #TTASA by @code__fx
5
3 months ago
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Pioneering the next era of motorsport talent discovery.

We are thrilled to announce an official partnership between CodeF(x) and the Trinidad and Tobago Karting Association (TTKA) 🇹🇹 for the FIA-funded 2026 Caribbean Nations Cup.

As part of this landmark event, CodeF(x) will deploy Octavia—our flagship AI talent discovery model—to capture driver telemetry, analyze performance patterns, and surface the next generation of racing talent through objective data.

By bringing Octavia to the track, we are taking an important step toward building a global motorsport ecosystem where:

Talent identification is data driven. Driver potential is evaluated through objective performance metrics rather than subjective observation.

Pathways are expanded. Emerging racers gain the analytical visibility needed to bridge the gap between regional karting and global grids.

Competition is elevated. Real-time performance metrics empower drivers and teams to push the limits of strategy and skill.

Interested in shaping the future of driver analytics with us? Whether you represent a racing team, governing body, driver development program, or technology organization, we would love to connect. Reach out directly via DM or visit codefxmotorsports.com to explore collaboration opportunities.

#MotorsportTech #SportsAnalytics #Karting #codefx taken in Trinidad and Tobago, West Indies by @code__fx
5
3 months ago
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Hungary (provisional) qualifying results:

🟠 NOR
🔴 HAM 
🔴 LEC 

Special shoutout to 🔵LIN, 🔵HAD and ALO 🟢

#F1 by @code__fx
0
3 months ago
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It’s RACE WEEK: HUNGARY 🇭🇺

Since 2019:

🔴Lewis Hamilton has claimed 43%  poles at Hungary 

⚫️ Mercedes powered cars have claimed 71% of all poles 

🔴 The last constructor to take pole was Ferrari (Charles Leclerc) 

#F1 #HungarianGP by @code__fx
0
3 months ago
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🔴Lewis Hamilton, even with significant damage from lap 1, was able to MATCH his teammate in the first stint 

The average race pace between Charles and Lewis on medium tyres before the virtual safety car:

0.039s 🤏🏾

Lewis had pace this weekend 🚀

#f1 by @code__fx
0
3 months ago
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