sotif

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MelkorBalrog / AutoML

Ultimate Autonomous Driving Systems Safety Engineering free tool which covers UL 4600, ISO/TR 5083, ISO 26262, ISO 21448, ISO 21434 and ISO/PAS 8800 qualitative and quantitative analyses with an additional method to assess the risk on prototypes, called PAL from PAL 1 to PAL5

reliability-engineering fta autonomous-vehicles sysml iso-26262 spfm hara fmea lpfm hazop sotif safety-goals fit-rate pmhf diagnostic-coverage iso-21448 iso-8800 iso-21434 iso-5083 ul-4600

Updated Aug 1, 2026
Python

duonghvu / automotive-syseng

Star 5

AI-powered automotive systems engineering skill: INCOSE/EARS requirements analysis, MISRA-C compliance, SAE J3016 ADAS levels, ISO 26262 ASIL, AUTOSAR, SOTIF. Works with Claude Code, ChatGPT Custom GPTs, Cursor, and any AI tool.

ai automotive adas autosar systems-engineering iso-26262 functional-safety misra-c ears incose chatgpt claude-code sotif claude-skill

Updated Apr 21, 2026

Never2land / msa-ad

Star 3

Measurement System Analysis for Automated-Driving Validation — Gage R&R, attribute agreement, and seeded known-fault coverage verification for simulation, HIL and fault-injection benches.

validation simulation autonomous-vehicles metrology iso-26262 functional-safety hardware-in-the-loop sotif gage-rr measurement-system-analysis

Updated Aug 29, 2026
Python

TejasManjunath / adas-validation-gap-analysis

Star 1

Data-driven analysis of 1.53M German crash records to identify high-severity scenarios missing from Euro NCAP ADAS validation protocols.

data-science machine-learning autonomous-driving adas crash-analysis traffic-safety scenario-analysis automotive-safety adas-systems sotif euroncap

Updated Mar 5, 2026
Python

MelkorBalrog / VDSS---Vehicle-Dynamics-Safety-Simulator

Star 1

Vehicle Dynamics Safety Simulator (VDSS) provides a MATLAB environment for modeling vehicles and testing collision scenarios. The VDSS function launches the GUI, loads configurations, and runs simulations via the modular SimManager class.

robotics simulation dynamics systems safety vehicle automotive autonomous-driving autonomous-vehicles adas pid-control jerk-minimization pure-pursuit trucksim autonomous-trucks systems-safety vehiclesim sotif safety-of-the-intended-functionality safety-and-artificial-intelligence

Updated Aug 1, 2026
MATLAB

shravyasampath2402-spec / av-safety-ai-portfolio

Star 0

Combined ADAS functional-safety refresher + AI/ML infrastructure portfolio

cuda autonomous-driving autonomous-vehicles mbse iso-26262 functional-safety mlops sysml-v2 sotif

Updated Jul 1, 2026

divyamohan1993 / vsbs

Sponsor

Star 0

Zero-touch autonomous vehicle service booking system · LangGraph + Next.js 16 + Hono · research-cited, DPDP-native, PQ-hybrid · 125 tests · Apache 2.0

react typescript nextjs autonomous-vehicles gdpr service-booking hono post-quantum bun vehicle-service wcag-aaa phm dpdp langgraph agentic-ai eu-ai-act sotif iso-21448 research-grade iso-13374

Updated Jul 25, 2026
TypeScript

ChandrashekarHL / ADAS-Intelligence-Platform-

Star 0

No evidence, no claim. An LLM-agent platform that diagnoses ADAS (AEB) failures from telemetry and requirements, citing every finding.

python validation simulation telemetry diagnostics automotive autonomous-driving adas ai-safety functional-safety iso26262 rag root-cause-analysis pydantic fastapi aeb llm llm-agents evidence-based-ai sotif

Updated Sep 4, 2026
Python

Sree495 / adas-ai-safety-validation

Star 0

End-to-end AI perception V&V pipeline for ADAS/AD — YOLOv8 · ISO 26262 · SOTIF · OOD detection · uncertainty quantification

python ai safety object-detection autonomous-driving adas iso26262 yolov8 sotif

Updated Mar 13, 2026
Python

milinpatel07 / SOTIF_Uncertainty_Evaluation_Lidar_Object_Detection

Star 0

Ensemble-based uncertainty evaluation for SOTIF analysis of LiDAR 3D object detection under environmental triggering conditions. Includes evaluation pipeline, weather augmentation, calibration analysis, and ISO 21448 scenario classification.

calibration lidar object-detection autonomous-driving uncertainty-estimation ensemble-methods sotif iso-21448

Updated Apr 3, 2026
Python

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