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Nasim435/Laguna-Seca-Lap-data

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<div class="se-tape"></div> <div class="se-hero"> <div class="se-hero-stripe"></div> <div class="se-hero-glow"></div> <div class="se-corner"></div> <div class="se-corner-lbl">MIT</div> <div class="se-eyebrow"><span class="se-blip"></span>Motorsport Telemetry  ·  Dataset Card  ·  Clear Weather Sprint</div> <div class="se-h1">Laguna Seca <span>Audi R8 LMS 2016</span> Telemetry</div> <p class="se-desc">High-frequency sim racing telemetry captured during a <strong>clear-weather sprint session</strong> in <strong>Assetto Corsa</strong> via shared memory extraction. 10 laps of WeatherTech Raceway Laguna Seca in the Audi R8 LMS 2016 — screaming naturally aspirated V10 at 8600 rpm, GT3-spec Haldex AWD traction, and corkscrew-exit lateral loads across California's iconic golden hills.</p> <div class="se-pills"> <span class="se-pill se-pill-hot">100 Hz Telemetry</span> <span class="se-pill se-pill-hot">GT3 Race Car</span> <span class="se-pill se-pill-amb">Laguna Seca</span> <span class="se-pill se-pill-amb">Assetto Corsa</span> <span class="se-pill se-pill-dim">CSV</span> <span class="se-pill se-pill-dim">Parquet</span> <span class="se-pill se-pill-dim">MIT License</span> <span class="se-pill se-pill-dim">Motorsport ML</span> </div> </div>

<div class="se-panel"> <div class="se-notch"></div> <div class="se-phead"><span class="se-pnum">01</span><span class="se-ptitle">Track</span></div> <div class="se-pbody"> <img src="map.png" alt="Laguna Seca circuit map" class="se-img se-img-track" style="margin-bottom:18px;"/> <div class="se-srow"> <div class="se-sbox"><div class="se-slbl">Circuit</div><div class="se-sval" style="font-size:1.05rem;">Laguna Seca</div></div> <div class="se-sbox"><div class="se-slbl">Laps</div><div class="se-sval">10</div></div> <div class="se-sbox"><div class="se-slbl">Weather</div><div class="se-sval" style="font-size:1.05rem;">Clear</div></div> </div> <div class="se-mc" style="margin-bottom:0;"> <div class="se-mlbl">Layout ID</div> <div class="se-mval mono">kslagunaseca</div> </div> </div> </div>

<div class="se-panel"> <div class="se-notch"></div> <div class="se-phead"><span class="se-pnum">02</span><span class="se-ptitle">Vehicle</span></div> <div class="se-pbody"> <img src="car.jpg" alt="Audi R8 LMS 2016" class="se-img se-img-car" style="margin-bottom:13px;"/> <div class="se-srow"> <div class="se-sbox"><div class="se-slbl">Power</div><div class="se-sval">500</div><div class="se-slbl">bhp</div></div> <div class="se-sbox"><div class="se-slbl">RPM</div><div class="se-sval">8600</div></div> <div class="se-sbox"><div class="se-slbl">Torque</div><div class="se-sval">500</div><div class="se-slbl">Nm</div></div> </div> <div class="se-slbl" style="margin-bottom:6px;">Power & Torque Curve</div>  <svg class="se-curve" viewBox="0 0 400 80" preserveAspectRatio="none" xmlns="http://www.w3.org/2000/svg"> <defs> <linearGradient id="pg2" x1="0" y1="0" x2="0" y2="1"> <stop offset="0%" stop-color="#b84a1a" stop-opacity="0.25"/> <stop offset="100%" stop-color="#b84a1a" stop-opacity="0.02"/> </linearGradient> </defs>  <path d="M0,80 L20,79 L50,76 L80,72 L110,65 L140,56 L170,46 L200,36 L230,26 L260,16 L300,7 L330,4 L360,4 L390,6 L400,9 L400,80 Z" fill="url(#pg2)"/> <path d="M0,80 L20,79 L50,76 L80,72 L110,65 L140,56 L170,46 L200,36 L230,26 L260,16 L300,7 L330,4 L360,4 L390,6 L400,9" fill="none" stroke="#b84a1a" stroke-width="1.5"/>  <path d="M0,78 L20,74 L50,65 L80,50 L110,34 L140,20 L170,12 L200,9 L230,8 L260,9 L300,12 L330,18 L360,26 L390,35 L400,40" fill="none" stroke="#9e7418" stroke-width="1" stroke-dasharray="3,3"/> </svg> <div class="se-clgd"> <span style="color:var(--orange-glow);">— POWER</span> <span style="color:var(--gold-glow);">-- TORQUE</span> </div> </div> </div>

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<div class="se-panel"> <div class="se-notch"></div> <div class="se-phead"><span class="se-pnum">03</span><span class="se-ptitle">Vehicle Specifications</span></div> <div class="se-pbody" style="padding:0;"> <table class="se-specs"> <tr><td class="se-sk">Car</td><td class="se-sv"><b>Audi R8 LMS 2016</b></td></tr> <tr><td class="se-sk">Brand</td><td class="se-sv">Audi Sport</td></tr> <tr><td class="se-sk">Class</td><td class="se-sv">GT3 — Race (Customer Sport)</td></tr> <tr><td class="se-sk">Drivetrain</td><td class="se-sv">RWD — Sequential Gearbox</td></tr> <tr><td class="se-sk">Engine</td><td class="se-sv">5.2L V10, naturally aspirated</td></tr> <tr><td class="se-sk">Power Output</td><td class="se-sv"><b>500 bhp</b> / 324.9 kW</td></tr> <tr><td class="se-sk">Max Torque</td><td class="se-sv"><b>500 Nm</b></td></tr> <tr><td class="se-sk">Curb Weight</td><td class="se-sv"><b>1270 kg</b></td></tr> <tr><td class="se-sk">Top Speed</td><td class="se-sv">—</td></tr> <tr><td class="se-sk">0–100 km/h</td><td class="se-sv"><b>—</b></td></tr> <tr><td class="se-sk">Power / Weight</td><td class="se-sv">2.54 kg / hp</td></tr> <tr><td class="se-sk">Fuel Capacity</td><td class="se-sv">120 L</td></tr> </table> </div> </div>

<div class="se-panel"> <div class="se-notch"></div> <div class="se-phead"><span class="se-pnum">04</span><span class="se-ptitle">Dataset Information</span></div> <div class="se-pbody"> <div class="se-mcg"> <div class="se-mc"><div class="se-mlbl">Simulator</div><div class="se-mval">Assetto Corsa</div></div> <div class="se-mc"><div class="se-mlbl">Sampling Rate</div><div class="se-mval">100 Hz</div></div> <div class="se-mc"><div class="se-mlbl">Format</div><div class="se-mval mono">CSV + Parquet</div></div> <div class="se-mc"><div class="se-mlbl">Source</div><div class="se-mval">Shared Memory</div></div> </div> <div class="se-acc"></div> <div class="se-slbl" style="margin-bottom:10px;">Performance Envelope</div> <div class="se-brow"><span class="se-blbl">Power</span><div class="se-btrack"><div class="se-bfill" style="width:83%;"></div></div><span class="se-bnum">500 bhp</span></div> <div class="se-brow"><span class="se-blbl">Torque</span><div class="se-btrack"><div class="se-bfill" style="width:83%;"></div></div><span class="se-bnum">500 Nm</span></div> <div class="se-brow"><span class="se-blbl">Max RPM</span><div class="se-btrack"><div class="se-bfill a" style="width:100%;"></div></div><span class="se-bnum">8600</span></div> <div class="se-brow"><span class="se-blbl">Laps</span><div class="se-btrack"><div class="se-bfill a" style="width:100%;"></div></div><span class="se-bnum">10</span></div> </div> </div>

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<div class="se-panel"> <div class="se-notch"></div> <div class="se-phead"><span class="se-pnum">05</span><span class="se-ptitle">Telemetry Features</span></div> <div class="se-pbody"> <div class="se-fg"> <div class="se-fc"><div class="se-fh">Driver Inputs</div><div class="se-fl">throttle<br>brake<br>clutch<br>steerangle</div></div> <div class="se-fc"><div class="se-fh">Vehicle State</div><div class="se-fl">speedkmh<br>rpms<br>gear<br>fuel</div></div> <div class="se-fc"><div class="se-fh">Dynamics</div><div class="se-fl">glat<br>glon<br>yawrate<br>slipangle</div></div> <div class="se-fc"><div class="se-fh">Tire Telemetry</div><div class="se-fl">tyrecore<br>slip_<br>psi*<br>wear</div></div> <div class="se-fc"><div class="se-fh">Suspension</div><div class="se-fl">susp_<br>rideheightf<br>rideheightr</div></div> <div class="se-fc"><div class="se-fh">Position & Motion</div><div class="se-fl">posx<br>posz<br>vel*<br>lapprogress</div></div> </div> </div> </div>

<div class="se-panel"> <div class="se-notch"></div> <div class="se-phead"><span class="se-pnum">06</span><span class="se-ptitle">Session Metadata</span></div> <div class="se-pbody"> <div class="se-code">{ <span class="k">"car"</span>: <span class="s">"ksaudir8lms2016"</span>, <span class="k">"track"</span>: <span class="s">"kslagunaseca"</span>, <span class="k">"maxrpm"</span>: <span class="n">8600</span>, <span class="k">"maxpowerw"</span>: <span class="n">324988.8125</span>, <span class="k">"maxtorquenm"</span>: <span class="n">433.0</span>, <span class="k">"maxfuel_l"</span>: <span class="n">120.0</span> }</div> </div> </div>

<div class="se-panel"> <div class="se-notch"></div> <div class="se-phead"><span class="se-pnum">07</span><span class="se-ptitle">File Structure</span></div> <div class="se-pbody"> <div class="se-tree"> <span class="d">dataset/</span>

<span class="sym">├──</span> README.md <span class="sym">├──</span> session_info.json <span class="sym">├──</span> car.jpg <span class="sym">├──</span> track.png <span class="sym">├──</span> telemetry.csv <span class="sym">└──</span> telemetry.parquet</div> </div> </div>

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<div class="se-panel"> <div class="se-notch"></div> <div class="se-phead"><span class="se-pnum">08</span><span class="se-ptitle">Data Collection</span></div> <div class="se-pbody"> <div class="se-coll"> <p class="se-ct">Telemetry extracted from Assetto Corsa shared memory at 100 Hz across 10 consecutive laps of WeatherTech Raceway Laguna Seca under clear sky conditions. The R8 LMS 2016's naturally aspirated 5.2L V10, screaming to 8600 rpm, combined with its sequential transmission and GT3-spec aero produces high-resolution braking data into The Corkscrew and aggressive lateral loading through the blind crests. Warm dry surface conditions deliver consistent tire behaviour across all 10 laps — ideal for lap-delta and wear-progression ML tasks. Collection tool open-sourced on GitHub.</p> <a class="se-link" href="https://github.com/nasim-raj-laskar/AC-Datalogger">AC-Datalogger ↗</a> </div> </div> </div>

<div class="se-foot">10 laps of California asphalt · Audi R8 LMS 2016 · Laguna Seca · ML research · racing analytics</div>

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