Pinned Repositories
KITTI_Basic_CNN
The KITTI (Karlsruhe Institute of Technology and Toyota Technological Institute) Vision Benchmark Suite consists of several datasets of images, videos captured from a camera attached to the vehicle and corresponding object labels such as a car, truck, pedestrian, cyclist, etc. In addition to object labels, the dataset also contains coordinates for bounding boxes of objects in the image, orientation angles, object location coordinates(3D) with respect to the camera, object dimensions, etc. The goal is to develop a model that could detect the objects and label them accurately. The tasks are 1. 2D object detection which involves only the prediction of object type and bounding box coordinates, 2. Object orientation prediction - determining the orientation angle and 3. 3D Object detection – determining the object dimensions and location. I obtained data from Kaggle, which includes nearly 7500 training images (.png files) and corresponding labels (.txt files) and 7500 test images without labels.
Customer-Segmentation
In this practice, I analyze the content of the E-commerce database that contains purchases mad of one year (from 2010/12/01 to 2011/12/09). This is a trans-national data set which contains all the transactions for a UK-based and register mainly sells unique all-occasion gifts. Many customers of the company are wholesalers. I attempted to segment the customers into several categories, and try to classify new customers.
ANLY545-51-B-Summer
Class project for ANLY545-51-B/Summer
Course_Project
CourseProject_MachineLearning
courses
Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1
data-analysis-coursera
Computing for Data Analysis (Winter 2013)
datasciencecoursera
datasharing
The Leek group guide to data sharing
Developing_DP_Project
r1n0sh's Repositories
r1n0sh/ANLY545-51-B-Summer
Class project for ANLY545-51-B/Summer
r1n0sh/Customer-Segmentation
In this practice, I analyze the content of the E-commerce database that contains purchases mad of one year (from 2010/12/01 to 2011/12/09). This is a trans-national data set which contains all the transactions for a UK-based and register mainly sells unique all-occasion gifts. Many customers of the company are wholesalers. I attempted to segment the customers into several categories, and try to classify new customers.
r1n0sh/handson-ml
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
r1n0sh/KITTI_Basic_CNN
The KITTI (Karlsruhe Institute of Technology and Toyota Technological Institute) Vision Benchmark Suite consists of several datasets of images, videos captured from a camera attached to the vehicle and corresponding object labels such as a car, truck, pedestrian, cyclist, etc. In addition to object labels, the dataset also contains coordinates for bounding boxes of objects in the image, orientation angles, object location coordinates(3D) with respect to the camera, object dimensions, etc. The goal is to develop a model that could detect the objects and label them accurately. The tasks are 1. 2D object detection which involves only the prediction of object type and bounding box coordinates, 2. Object orientation prediction - determining the orientation angle and 3. 3D Object detection – determining the object dimensions and location. I obtained data from Kaggle, which includes nearly 7500 training images (.png files) and corresponding labels (.txt files) and 7500 test images without labels.
r1n0sh/laser_game
Team Activitiy- AI institute
r1n0sh/dogcat_keras
r1n0sh/Hello_World
Hello World trial
r1n0sh/CourseProject_MachineLearning
r1n0sh/TweetVsStocks
r1n0sh/Developing_DP_Project1
r1n0sh/Developing_DP_Project
r1n0sh/RepData_PeerAssessment1
Peer Assessment 1 for Reproducible Research
r1n0sh/ExData_Plotting1
Plotting Assignment 1 for Exploratory Data Analysis
r1n0sh/new2
r1n0sh/courses
Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1
r1n0sh/Course_Project
r1n0sh/ProgrammingAssignment2
Repository for Programming Assignment 2 for R Programming on Coursera
r1n0sh/swirl_courses
A collection of interactive courses for the swirl R package.
r1n0sh/datasciencecoursera
r1n0sh/Hello-Git
My first repo
r1n0sh/datasharing
The Leek group guide to data sharing
r1n0sh/data-analysis-coursera
Computing for Data Analysis (Winter 2013)