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Application Development
Automotive Domain
Application/X Port CV
An advance image annotation toolbox built to accelerate computer vision workflows. It features fast batch processing across multiple image formats, fully customizable labels, classes, colors, and preview controls, and seamless instant dataset exports into industry-standard YOLO, COCO, XML, and CSV formats.
Application/Vision Scale
Data augmentation toolbox designed to expand limited datasets for computer vision workflows. By deterministic image manipulation, control resolution and spatial orientation. It generate image variations, maximizing dataset scale and variance to improve machine learning model generalization.
Application/Linkage 3D
A multi-body physics simulation engine for vehicle suspension kinematics. Generates 3D animations, kinematics test log and metrics tracking. Instantly analyze complex spatial geometry, logging static and dynamic parameters to accelerate chassis development workflows.
Application/RTSG Synth
A deterministic signal generation tool box that synthesizes high-fidelity sensor profiles from base mathematical functions. Control noise, vibration, drift, hysteresis, delay, sampling and other tune variables. It generates synthetic telemetry, exporting synchronized multi-signal master log datasets to validate downstream digital signal processing pipelines.
Application/Road Canvas
A spatial design interface for generating high-fidelity 3D road profiles and corridors. Build complex route geometries, exporting road profile coordinates, curvature, line mark, signposts and other static point. Supports ASAM OpenDRIVE XODR format, delivering simulation-ready spatial maps for autonomous driving and vehicle dynamics testing.
Application/Traffic canvas
A dynamic design interface for orchestrating host and traffic vehicle behaviors with Road Canvas import. Program complex speed profiles and steering maneuvers across multiple actors. Supports ASAM OpenSCENARIO XOSC format, export telemetry logs containing exact coordinate, speed, heading, and distance-to-target metrics.
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Algorithm Overview
Applied Mathematics
Algorithm/Matrix Computing
Solving massive systems of equations and changing coordinate spaces – Gaussian Elimination, Singular Value Decomposition, Krylov Subspace Iteration.
Algorithm/Numerical Analysis
Finding mathematical roots, computing derivatives/integrals, and max/min complex functions – Newton-Raphson, Runge-Kutta, Simplex Method.
Algorithm/Sorting & Searching
Organizing arbitrary data arrays to drop search and lookup complexities down to (O(\log n)) or O(1) – Quicksort & Merge Sort, Binary Search, Hashing, B-Trees & Skip List.
Algorithm/Graph & Routing
Finding the shortest path, analyzing cluster connections, or optimizing throughput – Dijkstra’s & A* Search, Page Rank, Kruskal’s & Prim’s, Ford-Fulkerson.
Algorithm/Stochastic Methods
Approximating impossible integrals, assessing financial risk, and simulating quantum mechanics – Monte Carlo, Kalman Filter, Bloom Filters, RSA & Diffie-Hellman Key Exchange.
Algorithm/Signal & Learning
Translating raw spatial or temporal arrays into semantic meaning or extreme compression – Fast Fourier Transform, Gradient Descent, Discrete Cosine Transform, Markov Model.
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Analytics Solution
Automotive Domain
Analytics/ Time Series
Solving massive systems of equations and changing coordinate spaces – Gaussian Elimination, Singular Value Decomposition, Krylov Subspace Iteration.
Analytics/ Frequency Domain
Solving massive systems of equations and changing coordinate spaces – Gaussian Elimination, Singular Value Decomposition, Krylov Subspace Iteration.
Analytics/ AI Powered
Solving massive systems of equations and changing coordinate spaces – Gaussian Elimination, Singular Value Decomposition, Krylov Subspace Iteration.
Analytics/ Vehicle OBD
Solving massive systems of equations and changing coordinate spaces – Gaussian Elimination, Singular Value Decomposition, Krylov Subspace Iteration.
Analytics/ Driving Pattern
Solving massive systems of equations and changing coordinate spaces – Gaussian Elimination, Singular Value Decomposition, Krylov Subspace Iteration.
Analytics/ Sentiment NLTK
Solving massive systems of equations and changing coordinate spaces – Gaussian Elimination, Singular Value Decomposition, Krylov Subspace Iteration.
Analytics/ Motor Sports
Solving massive systems of equations and changing coordinate spaces – Gaussian Elimination, Singular Value Decomposition, Krylov Subspace Iteration.
Analytics/ Suspension K&C
Solving massive systems of equations and changing coordinate spaces – Gaussian Elimination, Singular Value Decomposition, Krylov Subspace Iteration.
Analytics/ Rain Flow
Solving massive systems of equations and changing coordinate spaces – Gaussian Elimination, Singular Value Decomposition, Krylov Subspace Iteration.
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