AeroDrive
Information Technology & Services - Mumbai, Maharashtra, India
AeroDrive Employees
AeroDrive Details
Brains & Cars are both run on AutoPilot now. - fisheyeboxWe've been working with different Deep Neural Networks architectures for various Computer Vision related tasks such as Feature Extraction, Classification & Localization. Application Domain - Autonomous Driving. Areas in ML include Regression (Linear, Logistic, Regularized models - Ridge/Lasso), Decision Trees, Hypothesis Testing (T-test, Chi-Square, Wilcoxon, Cramers-V, Anova), Clustering (K-Means, Hierarchical), PCA/Factor Analysis, Support Vector Machines, Random Forest & Decision Tree modules, Gradient Boosting, AdaBoost, XGBoost, Monte Carlo simulations, Deep Learning/Neural Networks, Stacking/Ensembles, Linear Blending, Grid Search, SGD classifier, Kalman Filter, EM Algorithm, YOLO, Linear/Stochastic Programming, Denoising Autoencoders, Adagrad, Adam.Providing affordable Autonomous Vehicle DNA, Artificial Intelligence Middleware Embedded Solutions, making high quality Drive Assist (Semi-AV) a more accessible commodity. And Developing AI Chips, Multi-Function Camera System - SVC, CMS, MFC, Hybrid Beam Radar System (HBRS), Car OS which help in real time Vehicle Autonomous System which can be applied in various Industries. Our work ranges, from high level driving behavior modeling, robotic scene estimation to low level driving firmware actuation for universal compatibility. The team at Fisheyebox is fundamentally working on human inspired driving. We've developed an all-in-one solution for an intelligent drive system which can be interfaced with any automotive grade drive-by-wire platform in the world. It's the brain for the autonomous and connected vehicles. Image Recognition and Object Detection and Tracking like Face, Pedestrian & Human Body using Haar like features, Scale Invariant Feature Transformation, Speed Up Robust Features, Histogram Of Orientation Gradient. Robotics Systems - 2D/3D Motion models for wheeled robots with sensors (Sonar, LIDAR, IMU, GPS), State Estimation & SLAM Algorithms.
