Alex Fomenko's Projects
Semantic Segmentation on PyTorch (include FCN, PSPNet, Deeplabv3, Deeplabv3+, DANet, DenseASPP, BiSeNet, EncNet, DUNet, ICNet, ENet, OCNet, CCNet, PSANet, CGNet, ESPNet, LEDNet, DFANet)
Unified Model Serving Framework 🍱
This is sort of a clone of the Car Kracker on Google Code
This lab guides you through using AlexNet and TensorFlow to build a feature extraction network.
Starting files for the Udacity CarND Behavioral Cloning Project
Images and notebook for camera calibration
In this Bonus Challenge use an Unscented Kalman Filter to try and catch a car moving in a continuous circle at constant velocity.
Self-Driving Car Nanodegree Program Starter Code for the Extended Kalman Filter Project
Lane Finding Project for Self-Driving Car ND
Tools for Sensor Fusion processing.
CarND Term 2 Model Predictive Control (MPC) Project
CarND MPC Quizzes
Create a path planner that is able to navigate a car safely around a virtual highway
Classify Traffic Signs.
Self-Driving Car Nanodegree Program Starter Code for the Unscented Kalman Filter Project
Vehicle Detection Project
[ECCV 2018] CCPD & PDRC: a diverse and well-annotated dataset for license plate detection and recognition
Define and run multi-container applications with Docker
Cross Stage Partial Networks
Introductory online-course to Computer Vision with Python and OpenCV
Powerful and efficient Computer Vision Annotation Tool (CVAT)
Windows and Linux version of Darknet Yolo v3 & v2 Neural Networks for object detection (Tensor Cores are used)
Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101