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ai_nd

Udacity's Artificial Intelligence Nanodegree

awesome-artificial-intelligence

A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers

awesome-computer-vision

A curated list of awesome computer vision resources

awesome-deep-vision

A curated list of deep learning resources for computer vision

awesome-rl

Reinforcement learning resources curated

cnn-dog-breed-classifier

A pipeline that can be used within a web or mobile app to process real-world, user-supplied images. Given an image of a dog, your algorithm will identify an estimate of the canine’s breed. If supplied an image of a human, the code will identify the resembling dog breed.

cv-facialkeypoints

An end-to-end facial keypoint recognition system using computer vision techniques and deep learning. Facial keypoints include points around the eyes, nose, and mouth on any face and are used in many applications, from facial tracking to emotion recognition.

cvnd_exercises

Exercise notebooks for CVND.

dbscan_octrees

DBScan algorithm implemented using Octrees to cluster 3D points in a space.

deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

deep-reinforcement-learning

Repo for the Deep Reinforcement Learning Nanodegree program

eunomia

Muscle simulation Thesis

fluids3

fluids v.3

keras-yolo3

A Keras implementation of YOLOv3 (Tensorflow backend)

mastering-bootstrap-4-second-edition

Mastering Bootstrap 4 - Second Edition, published by Packt

monodomain

Solves monodomain equation by finite difference. Implemented in C++.

monodomain-sph

Monodomain equations for biological electrophysiology solved with the Smoothed Particle Hydrodynamics method

p1_facial_keypoints

First project for CVND: facial keypoint detection.

portfolio-unity

Some of the work I have created with Unity

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

robotics-coursework

A curated collection of places where you can learn robotics, algorithms, and other useful tools for aspiring robotics software engineers.

smoothed-particle-hydrodynamics

SPH Simulation 2D (OpenGL)

sph-sm-monodomain

sph_3d

3D implementation of SPH

sph_3d_cuda

SPH 3D implementation with CUDA

sph_sm

sph_sm_cuda

Implementation of SPH and with a velocity correction scheme using CUDA.

sph_sm_md_cuda

visioncem

MRI image segmentation for HIFU therapy.