Name: Rounak Kundu
Type: User
Company: Detroit Engineered Products
Bio: Control system engineer with sound technical background and problem solving skills. Interested in robotics, control system and data analytics, AI/ML.
Location: Chennai
Rounak Kundu's Projects
SSD: Single Shot MultiBox Detector | a PyTorch Tutorial to Object Detection
A perfect start for learning DSA in an organized way.
Built a real-time lane departure warning system with a monocular camera, using OpenCV.
An Ethical Trajectory Planning Algorithm for Autonomous Vehicles
Example data science portfolio
The fast.ai deep learning library, lessons, and tutorials
Solutions to labs and excercises from An Introduction to Statistical Learning, as Jupyter Notebooks.
Capstone and senior design projects for undergraduate and graduate students to gain practical experience and insight into technology trends and industry directions.
Speedml Python Notebooks
This is an open source Kalman filter C++ library based on Eigen3 library for matrix operations. The library has generic template based classes for most of Kalman filter variants including: (1) Kalman Filter, (2) Extended Kalman Filter, (3) Unscented Kalman Filter, and (4) Square-root UKF..
Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.
Python programs, usually short, of considerable difficulty, to perfect particular skills.
Design and implementation of road object detection using Yolov4.
SSD Object Detection
STAT 453: Intro to Deep Learning @ UW-Madison (Spring 2021)
A crash course in six episodes for software developers who want to become machine learning practitioners.