English | MP4 | AVC 1280×720 | AAC 44KHz 2ch | 14h 03m | 2.65 GB
eLearning | Skill level: All Levels
Become a Computer Vision Expert
Master the computer vision skills behind advances in robotics and automation. Write programs to analyze images, implement feature extraction, and recognize objects using deep learning models.
From computer graphics to social robotics to autonomous vehicles, computer vision is powering world-changing new technologies. In this program, you’ll write code to perform everything from facial recognition to scene-understanding to object tracking; by the end of this program, you’ll have a broad portfolio of applications that you’ve built!
Part 01 Introduction to Computer Vision
Part 02 Advanced Computer Vision & Deep Learning
Part 03 Object Tracking and Localization
Part 04 (Elective) Applications of Computer Vision and Deep Learning
Take a quick look at a few really cool applications of deep learning and computer vision, such as Neural Style Transfer, that using pre-trained models.
Part 05 (Elective) Review: Training A Neural Network
Review how neural networks turn an input into an output and how they monitor errors as they train. This section will also cover methods to avoid overfitting your data.
Part 06 (Elective) Skin Cancer Detection
Learn how to utilize neural networks to distinguish between images of benign and cancerous skin tissue.
Part 07 (Elective) Text Sentiment Analysis
Learn how to create a simple neural network for analyzing the sentiment (bad or good) in the text of movie reviews.
Part 08 (Elective) More Deep Learning Models
Part 09 (Elective) C++ Programming