Name: Alexander Ponamarev
Type: User
Company: Whiteboard Coordinator
Bio: Machine learning engineer with a focus on deep learning, autonomy, and robotics. Enjoy very hard technical problems and exploring new research.
Location: Philadelphia, PA
Blog: https://www.linkedin.com/in/alexander-ponamarev/
Alexander Ponamarev's Projects
Course materials/Homework materials for the FREE MOOC course on "Creative Applications of Deep Learning w/ Tensorflow" #CADL
A Tensorflow implementation of CapsNet(Capsules Net) in Hinton's paper Dynamic Routing Between Capsules
Starting files for the Udacity CarND Behavioral Cloning Project
Self-Driving Car Nanodegree Program Starter Code for the Extended Kalman Filter Project
Lane Finding Project for Self-Driving Car ND
CarND Term 2 Model Predictive Control (MPC) Project
Files to test the starter kit install.
Classify Traffic Signs.
Self-Driving Car Nanodegree Program Starter Code for the Unscented Kalman Filter Project
Vehicle Detection Project
A quick demo of the benefits of Cython code
Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices
Repo for the Deep Learning Nanodegree Foundations program.
A collection of scripts to prepare AWS EC2 images to work with Docker, nvidia-docker, and VirtualGL
Python code designed to create camera calibration matrix and coefficients