Udacity - Computer Vision Nanodegree nd891 v1.0.0

[Bo0mB0oma]

 

 

Udacity - Computer Vision Nanodegree nd891 v1.0.0

English | Size: 2.66 GB

Category: Tutorial

Computer Vision is a specialized branch of Artificial Intelligence focused on enabling machines to visually perceive the world, and respond to it. As with human vision, this is a process of taking in visual information, analyzing and processing that information, and correctly identifying objects contained within that information.

Thanks to advances in the field of Computer Vision - and significant increases in available computing power - machines can now "see" thousands and thousands of images, and process them far more rapidly and accurately than a human could ever do.

 

Our new Computer Vision Nanodegree program covers all the latest techniques. You'll learn about deep learning architectures like R-CNN and YOLO (You Only Look Once) multi-object recognition models, and you'll implement object tracking methods like SLAM (Simultaneous Localization and Mapping).

 

Content:

 

Part 01-Module 01-Lesson 01_Welcome to Computer Vision

Part 01-Module 01-Lesson 02_Image Representation & Classification

Part 01-Module 01-Lesson 03_Convolutional Filters and Edge Detection

Part 01-Module 01-Lesson 04_Types of Features & Image Segmentation

Part 01-Module 01-Lesson 05_Feature Vectors

Part 01-Module 01-Lesson 06_CNN Layers and Feature Visualization

Part 01-Module 01-Lesson 07_Project Facial Keypoint Detection

Part 02-Module 01-Lesson 01_Advanced CNN Architectures

Part 02-Module 01-Lesson 02_YOLO

Part 02-Module 01-Lesson 03_RNN's

Part 02-Module 01-Lesson 04_ Long Short-Term Memory Networks (LSTMs)

Part 02-Module 01-Lesson 05_Hyperparameters

Part 02-Module 01-Lesson 06_Optional Attention Mechanisms

Part 02-Module 01-Lesson 07_Image Captioning

Part 02-Module 01-Lesson 08_Project Image Captioning

Part 02-Module 01-Lesson 09_Optional Cloud Computing with AWS

Part 03-Module 01-Lesson 01_Introduction to Motion

Part 03-Module 01-Lesson 02_Robot Localization

Part 03-Module 01-Lesson 03_Mini-project 2D Histogram Filter

Part 03-Module 01-Lesson 04_Introduction to Kalman Filters

Part 03-Module 01-Lesson 05_Representing State and Motion

Part 03-Module 01-Lesson 06_Matrices and Transformation of State

Part 03-Module 01-Lesson 07_Simultaneous Localization and Mapping

Part 03-Module 01-Lesson 08_Optional Vehicle Motion and Calculus

Part 03-Module 01-Lesson 09_Project Landmark Detection & Tracking (SLAM)

Part 04-Module 01-Lesson 01_Applying Deep Learning Models

Part 05-Module 01-Lesson 01_Feedforward and Backpropagation

Part 05-Module 01-Lesson 02_Training Neural Networks

Part 05-Module 01-Lesson 03_Deep Learning with PyTorch

Part 06-Module 01-Lesson 01_Deep Learning for Cancer Detection with Sebastian Thrun

Part 07-Module 01-Lesson 01_Sentiment Analysis

Part 08-Module 01-Lesson 01_Fully-Convolutional Neural Networks & Semantic Segmentation

Part 09-Module 01-Lesson 01_C++ Getting Started

Part 09-Module 01-Lesson 02_C++ Vectors

Part 09-Module 01-Lesson 03_Practical C++

Part 09-Module 01-Lesson 04_C++ Object Oriented Programming

Part 09-Module 01-Lesson 05_Python and C++ Speed

Part 09-Module 02-Lesson 01_C++ Intro to Optimization

Part 09-Module 02-Lesson 02_C++ Optimization Practice

Part 09-Module 02-Lesson 03_Project Optimize Histogram Filter

DOWNLOAD

(Buy premium account for maximum speed and resuming ability)

 

http://nitroflare.com/view/7BA44D8F807A27A/c8v9u.Udacity..Computer.Vision.Nanodegree.nd891.v1.0.0.part1.rar

http://nitroflare.com/view/C30728D8DDED291/c8v9u.Udacity..Computer.Vision.Nanodegree.nd891.v1.0.0.part2.rar

http://nitroflare.com/view/303E745CE51F4EC/c8v9u.Udacity..Computer.Vision.Nanodegree.nd891.v1.0.0.part3.rar

http://nitroflare.com/view/2C1B7E50849F9F0/c8v9u.Udacity..Computer.Vision.Nanodegree.nd891.v1.0.0.part4.rar

http://nitroflare.com/view/1EEEB3D0BD4151A/c8v9u.Udacity..Computer.Vision.Nanodegree.nd891.v1.0.0.part5.rar

 

https://rapidgator.net/file/fb80e23ef644788c2713841ab5825ed6/c8v9u.Udacity..Computer.Vision.Nanodegree.nd891.v1.0.0.part1.rar

https://rapidgator.net/file/7a6fcb40821afb256e8d4d3496da4b02/c8v9u.Udacity..Computer.Vision.Nanodegree.nd891.v1.0.0.part2.rar

https://rapidgator.net/file/6213fce6111cc6bb30174e9d769a93cc/c8v9u.Udacity..Computer.Vision.Nanodegree.nd891.v1.0.0.part3.rar

https://rapidgator.net/file/1a84f8b29ea14629b1c97e988be9e665/c8v9u.Udacity..Computer.Vision.Nanodegree.nd891.v1.0.0.part4.rar

https://rapidgator.net/file/372c79ce049d322641139c900e1b41f4/c8v9u.Udacity..Computer.Vision.Nanodegree.nd891.v1.0.0.part5.rar

 

http://turbobit.net/tg7yufnwcwp9/c8v9u.Udacity..Computer.Vision.Nanodegree.nd891.v1.0.0.part1.rar.html

http://turbobit.net/wbcy8qqflbsp/c8v9u.Udacity..Computer.Vision.Nanodegree.nd891.v1.0.0.part2.rar.html

http://turbobit.net/tx793uu39ohm/c8v9u.Udacity..Computer.Vision.Nanodegree.nd891.v1.0.0.part3.rar.html

http://turbobit.net/w6fa4yfi5hc6/c8v9u.Udacity..Computer.Vision.Nanodegree.nd891.v1.0.0.part4.rar.html

http://turbobit.net/zhg9gd2ophdm/c8v9u.Udacity..Computer.Vision.Nanodegree.nd891.v1.0.0.part5.rar.html