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ai_planning_search_agent

Define a group of problems in classical PDDL (Planning Domain Definition Language) for the air cargo domain. Set up the problems for search, experiment with various automatically generated heuristics, including planning graph heuristics, to solve the problems, and then provide an analysis of the results.

ai_sign-language-recognition-system

Sign Language Recognition System based on Hidden Markov Models (HMM)

aidiscoveryday

aind_isolation

AI Nanodegree Isolation Game Agent

android-baking-app

An app that allows a user to select a recipe and see video-guided steps for how to complete it. Udacity Nanodegree Lab

androidquizapp

Android Basics

androidrecyclerview

Google Android Development Challenge RecyclerView. Stock prices viewer.

androidscorecounter2

Android Basics Counter App

automated-image-captioning

Create and train a neural network to automatically generate captions from images.

build-it-bigger

An app with multiple flavors that uses multiple libraries and Google Cloud Endpoints

capsule-sample-dice

This capsule is the companion code to the Bixby Quick Start guide. The capsule demonstrates use of Concepts and Actions.

charting-library

clustering-kmeans-vs-gmm-on-a-generated-dataset

Machine Learning. Clustering. KMeans vs GMM on a Generated Dataset.

computer-vision-in-warehouse

Applying computer vision to count rolls of material on pallets

computer-vision-nanodegree

Computer Vision Tasks

cvnd_exercises

Exercise notebooks for CVND.

dog-breed-classifier

A machine learning algorithm based on Convolutional Neural Networks to identify dog breeds

facial-keypoint-detection

Use computer vision techniques and deep learning architectures to build a facial keypoint detection system that takes in any image with faces, and predicts the location of 68 distinguishing keypoints on each face.

gaze-mouse-pointer-controller

Gaze mouse pointer controller. Control mouse my moving head and eyes

gym

A toolkit for developing and comparing reinforcement learning algorithms.

intel-edge-ai-scholarship-course

Intel® Edge AI Scholarship Foundation Course readme files

landmark-detection-robot-tracking-using-slam-

Implementation of SLAM (Simultaneous Localization and Mapping) for a 2-dimensional world. Sensor and motion data gathered by a simulated robot is used to create a map of an environment. SLAM gives us a way to track the location of a robot in the world in real-time and identify the locations of landmarks such as buildings, trees, rocks, etc.

machine-learning

Content for Udacity's Machine Learning curriculum

machine-learning-for-customers-segmentation

Unsupervised learning techniques applied on product spending data collected for customers of a wholesale distributor to identify customer segments hidden in the data.

machine-learning-for-stock-trading

Application of Machine Learning Algorithms to Intraday Stock Trading Based on Demand Zones

make-your-app-matrial

Redesign an app to follow the Material Design guidelines and translate a set of static design mocks to a living and breathing app

opencv

Open Source Computer Vision Library

popular-movies-app-stage-1

An Android app to allow users to discover the most popular movies playing.

popular-movies-app-stage2

An Android app to allow users to discover the most popular movies playing.

reinforcement-learning-for-quadcopter

Use reinforcement learning to build agents that can learn quadcopter flying behaviors on their own