Crash Course
Saturn
Saturn is the crown jewel of the solar system, beautiful and fascinating. It is a gas giant, and has a broad set of rings made of ice particles. Moons create gaps in the rings via their gravity. Saturn has dozens of moons, including...
Curated Video
C++ Developer - Section Overview - Getting Started
This video provides an overview of the course. This clip is from the chapter "Getting Started" of the series "The Complete C++ Developer Course".This section introduces the learning objectives of this course.
IDG TECHtalk
Intel’s $20 billion investment into Ohio chipmaking facility, plus chip shortage updates
Intel recently announced plans to invest $20 billion into a massive new semiconductor fabrication plant in Ohio. This announcement comes as Secretary of Commerce Gina Raimondo said the U.S. urgently needs to increase domestic chip...
Curated Video
C++ Developer - Standard Template Library (STL) - Part 1
This is the first part of a two-part video that explains STL. This clip is from the chapter "Templates, the Standard Template Library (STL), and Other Skills" of the series "The Complete C++ Developer Course".null
Curated Video
High Performance Scientific Computing with C 1.4: Numerical Integration
How can we calculate integrals with a computer? How can we solve differential equations? • Calculate integrals with the trapezoid and Simpson’s rule • See how the error terms scale with different algorithms • Solve differential equations...
Curated Video
C++ Developer - Section Overview - File Input and Output
This video presents an overview of the course. This clip is from the chapter "File Input and Output" of the series "The Complete C++ Developer Course".This section explains file input and output.
Mr. Beat
Chicago and St. Louis Compared
Mr. Beat compares and contrasts Chicago and St. Louis, who once competed to be the America's Next Top Model, er, I mean America's Next Top Midwestern City.
Flame Media
An experiment in mind over matter
In his series 'Redesign my Brain', award winning documentary maker Todd Sampson puts brain training to the test as he undergoes a radical brain makeover. The cutting edge new science of brain plasticity has found that anyone can become...
Curated Video
Learn and Master C Programming - CPU, GPU and 32-bit versus 64-bit Processors
Learn the role of CPU and its components and also learn about the role of GPU and touch base on differences between 32-bit and 64-bit processors as well as Operating Systems. This clip is from the chapter "Quick Intro To Computer Basics"...
Institute for New Economic Thinking
A New National Innovation Fund
In part 5 of INET's interview with Fred Block, he says that the country needs all companies in a national innovation fund that helps pay for research into profitable products, and can insure that the public receives a return on its...
Curated Video
C++ Developer - Project - Guess the Number
This video presents a project "Guess the Number'. This clip is from the chapter "Control Statements" of the series "The Complete C++ Developer Course".This section focuses on control statements and explains how to use them.
Packt
Advanced Computer Vision Projects 3.1: Pose Estimation with DeeperCut and ArtTrack
In this video, we examine state-of-the-art algorithms for extracting 2D pose data from images using TensorFlow. • Understand what pose estimation means • Look at DeeperCut and ArtTrack concepts • See papers available on algorithm details
Curated Video
High Performance Scientific Computing with C 1.1: The Course Overview
This video will give you an overview about the course.
Packt
Advanced Computer Vision Projects 1.5: Retraining the Model
In this video, we cover retraining the captioning data on user provided images. • Load the model and initialize the TensorFlow session • Apply the model to sample images • Visualize the results
Packt
Advanced Computer Vision Projects 3.3: Multi-Person Pose Detection
In this video, we run a more advanced model to count the number of people and extract poses from more complex images. • Run more advanced ArtTrack model • Apply to model to multiperson images • Visualize the results
Packt
Advanced Computer Vision Projects 3.2: Single-Person Pose Detection
In this video, we study and execute DeeperCut to extract 2D pose data from single-person images. • Open notebook and setup TensorFlow model • Apply model to single-person images; understand the capabilities limitations • Analyze and...
Packt
Advanced Computer Vision Projects 1.4: Running Our Captioning Code in Jupyter
In this video, we deploy a Jupyter notebook to study and run im2txt image captioning. • Load the model and initialize the TensorFlow session • Apply the model to sample images • Develop code to visualize the results
Packt
Advanced Computer Vision Projects 2.2: Plate Utility Functions
In this video, we define several functions to aid us in extracting license plate data. • Develop function to grayscale and binarize input images • Create function to analyze possible characters • Create class to process and store...
Packt
Advanced Computer Vision Projects 3.4: Videos and Retraining
In this video, we’ll briefly cover how to extend the model to handle videos and how to retrain the model. • See that we can apply algorithms to videos by running frame-by-frame • Briefly go over instructions to retrain on existing or new...
Packt
Advanced Computer Vision Projects 1.1: The Course Overview
This video shows an entire overview of the course.
Packt
Advanced Computer Vision Projects 2.4: Finding and Reading License Plates
In this video, we identify which characters do in fact belong to plates and convert them to text. • Figure out what locations are actually plates • Use k-nearest neighbors to convert images to text • View and analyze the results
Packt
Advanced Computer Vision Projects 1.3: Google Brain im2txt Captioning Model
In this video, we look at the architecture behind Google Brains im2txt model. • View TensorFlow research Github page • Understand the connection between Inception for classification and LSTMs for caption generation
Packt
Advanced Computer Vision Projects 1.2: Image Captioning Introduction
We cover image classification vs. captioning and touch on recurrent neural networks with long-short-term-memory. • Understand that captioning is an extension of classification to generate more human friendly image labelling • Learn about...
Packt
Advanced Computer Vision Projects 2.3: Finding Plate Characters
In this video, we take a pass at finding characters potentially belonging to license plates. • Use contours to find character candidates • Filter contours based on geometric criteria • Identify possible plate locations based on characters
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