Udacity - Computer Vision Nanodegree v4.0.0

Udacity - Computer Vision Nanodegree v4.0.0

Register & Get access to index
ULARag6.png

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.
Foundations of Computer Vision
Learn cutting-edge computer vision and deep learning techniques—from basic image processing, to building and customizing convolutional neural networks. Apply these concepts to vision tasks such as automatic image captioning and object tracking, and build a robust portfolio of computer vision projects.

PREREQUISITE KNOWLEDGE
This program requires experience with Python, statistics, machine learning, and deep learning

  • Introduction to Computer Vision
    Master computer vision and image processing essentials. Learn to extract important features from image data, and apply deep learning techniques to classification tasks.
    icon-project.svg
    FACIAL KEYPOINT DETECTION

  • Advanced Computer Vision and Deep Learning
    Learn to apply deep learning architectures to computer vision tasks. Discover how to combine CNN and RNN networks to build an automatic image captioning application.
    icon-project.svg
    AUTOMATIC IMAGE CAPTIONING

  • Object Tracking and Localization
    Learn how to locate an object and track it over time. These techniques are used in a variety of moving systems, such as self-driving car navigation and drone flight.
    icon-project.svg
    LANDMARK DETECTION & TRACKING
Author
TUTProfessor
Downloads
73
Views
681
First release
Last update
Rating
0.00 star(s) 0 ratings

More resources from TUTProfessor