jayshah19949596/BorgWards-Vehicle-Detection-Challenge

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jayshah19949596/BorgWards-Vehicle-Detection-Challenge

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This repo is my Submission for BorgWards Vehicle Detection Chellenge

CodingInterviews

This repository contains coding interviews that I have encountered in company interviews

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

DeepSign-A-Deep-Learning-Architecture-for-Sign-Language-Recognition

Tensorboard-Visualization-Freezing-Graph

A simple program on how you can use tensor-board for visualization and how you can freeze your model graph and later use if for testing

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

Jupyter Notebook

Telenav-Sensor-Fusion

Telenav Sensor Fusion Project

Graph-SLAM

This repository demonstrates implementation of Graph SLAM on dummy 2D data

Jupyter Notebook

Android-SnackBar

SnackBar is a Food Ordering Application. It was developed with intention to provide food delivery to student through Android Application

Extended-Kalman-Filter

This repository demonstrates use of Extended Kalman Filter to estimate the state of a moving object of interest

Traffic-Sign-Classifier-Project

This Project is on classifying traffic signs... I have used a Deep Convolution Neural Network which classifies traffic sign images

Jupyter Notebook

PID-Controller

This repository demonstrates implementation of PID-Controller

SK-Learn-Linear-Regression

Jupyter Notebook

Gradient-Descent-Demo-From-Scratch

Jupyter Notebook

Facial-Keypoint-Detection

This repository demonstrates deep-learning approach to build facial key-point detection system

Jupyter Notebook

Object-Detection-With-White-Background

This repo demonstrates how you can use contours for object detection when you have white background

Jupyter Notebook

InterviewPreparations

LeetCode

LeetCode preparation

Markov-Model-Text-Generator

The repo demonstrates simple frequency weighted text-generator using markov model

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

Spring-Boot-REST

Example code for REST api with Spring

jayshah19949596.github.io

Lane-Detection

Jupyter Notebook

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

Unscented-Kalman-Filter

This repository demonstrates use of Unscented Kalman Filter to estimate the state of a moving object of interest

Search-Engine-Algorithm

This repository demonstrates simple search engine algorithm using basic python data structure

NexusEdge_AI_Coding_Challenge_Kickstarter_Data

This repo explores the kisckstarted dataset, choosing prediction model from exploration and then code a Python module that serves the model

Jupyter Notebook

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

Jupyter Notebook

Kidnapped-Vehicle-Particle-Filter

This repository contains C++ code for implementation of Particle Filter to localize a vehicle kidnapped in a closed environment.

Model-Predictive-Control-Project

This repository contains C++ code for implementation of Model Predictive Controller. MPC is used to derive throttle, brake and steering angle actuators 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

RoadDetection-SemanticSegmentation

This repo demonstrated road detection by semantic segmentation using tensorflow

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

Jupyter Notebook

Image-Captioning-PyTorch

This repo demonstrated a deep-learning architecture to automatically generate captions from images

Jupyter Notebook

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

Jupyter Notebook