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Nanodegree Program–nd891
Publisher : Udacity
Subtitle : English CC Included
Updated : July 2020
Course Source : https://www.udacity.com/course/computer-vision-nanodegree--nd891
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.
ESTIMATED TIME
- 3 Months
- At 10-15 hrs/week
PREREQUISITES
- Python, Statistics, Machine Learning, & Deep Learning
What You Will Learn
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.See detailed requirements.
• 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.
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.
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.
LANDMARK DETECTION & TRACKING
Learn with the best
Sebastian Thrun, Cezanne Camacho, Alexis Cook, Juan Delgado, Jay Alammar, Ortal Arel, Luis Serrano
GET STARTED WITH
Computer Vision
LEARN
• Learn the essentials of computer vision, including image transformation, neural network architectures, and object recognition
AVERAGE TIME
• On average, successful students take null months to complete this program.
BENEFITS INCLUDE
• Real-world projects from industry experts
• Technical mentor support
• Personal career coach & career services
STAY SHARP WHILE STAYING IN
• Financial support available worldwide to help in this challenging time
• Spend your time at home learning new, higher-paying job skills
• Commit to a brighter future by learning today
Why should I enroll?
The demand for engineers with computer vision and deep learning skills far exceeds the current supply. This program offers a unique opportunity to develop these in-demand skills and is for anyone seeking to launch or advance their skills in modern computer vision techniques. You’ll complete several computer vision applications using a combination of Python, computer vision, and deep learning libraries that will serve as portfolio pieces that demonstrate the skills you’ve acquired.
