Jai Shah's repositories
Machine-Learning-Models
Decision Trees, Random Forest, Dynamic Time Warping, Naive Bayes, KNN, Linear Regression, Logistic Regression, Mixture Of Gaussian, Neural Network, PCA, SVD, Gaussian Naive Bayes, Fitting Data to Gaussian, K-Means
Computer-Vision-Course-Assignments
Canny Edge Detection, Eigen Faces Face Recognition Algorithm, Applying Sobel Filter, Hough Lines, Harris Corner Detection as a Feature, Image Manipulation
Android-SnackBar
SnackBar is a Food Ordering Application. It was developed with intention to provide food delivery to student through Android Application
Markov-Model-Text-Generator
The repo demonstrates simple frequency weighted text-generator using markov model
Traffic-Sign-Classifier-Project
This Project is on classifying traffic signs... I have used a Deep Convolution Neural Network which classifies traffic sign images
American-Sign-Language-Recognition
Developed a program that lets users search dictionaries of American Sign Language (ASL), to look up the meaning of unknown signs using Dynamic Time Warping with custom features.
Neural-Network-Demo
This repository contains basic neural network design concepts like hebbian learning, perceptron rule, filtered learning
Advance-Lane-Detection
Detecting Lanes for Self-Driving-Cars... I have developed a software pipeline to identify the lane boundaries in a video from a front-facing camera on a car
Behavioral-Cloning-For-Self-Driving-Car
I have used deep convolutional neural networks to clone driving behavior of humans... I have implemented end-to-end learning model for self-driving cars that mimics human driving behavior
CarND-Behavioral-Cloning-P3
Starting files for the Udacity CarND Behavioral Cloning Project
CarND-Behavioral-Cloning-Project
My solution to the Udacity Self-Driving Car Engineer Nanodegree behavioral cloning project.
CarND-Extended-Kalman-Filter
This repository contains C++ code for implementation of Extended Kalman Filter project. This task was implemented to partially fulfill Term-II goals of Udacity's self driving car nanodegree program.
CarND-Kidnapped-Vehicle-Project
This repository contains C++ code for implementation of Particle Filter to localize a vehicle kidnapped in a closed environment. This task was implemented to partially fulfill Term-II goals of Udacity's self driving car nanodegree program.
CarND-PID-Control-Project
This repository contains C++ code for implementation of PID controller to derive steering angles for a car to drive around a circular track. This task was implemented to partially fulfill Term-II goals of Udacity's self driving car nanodegree program
CarND-Unscented-Kalman-Filter
This repository contains C++ code for implementation of Unscented Kalman Filter project. This task was implemented to partially fulfill Term-II goals of Udacity's self driving car nanodegree program.
Deep-Learning-Nanodegree
The repository has project related to different types of Neural-Network. All the projects in this repository is a part of Udaicty Deep Learning Nanodegree course
Search-Engine-Algorithm
This repository demonstrates simple search engine algorithm using basic python data structure
Vehicle-Detection-Tracking
Vehicle Detection Project... a software pipeline to identify vehicles in a video from a front-facing camera on a car... I have used HOG+SVM to detect vehicles in a video
Face-Generation-GANS
I have used Deep Convolutional Generative Adversarial Networks for generating faces and mnist images
markdown-cheatsheet
Markdown Cheatsheet for Github Readme.md
Repo-2017
Python codes in Machine Learning, NLP, Deep Learning and Reinforcement Learning