4.2 Read 6 reviews
Overview
Features
- Discover how to combine CNN and RNN networks to build an automatic image captioning application. The Advanced Computer Vision and Deep Learning program is offered by Udacity.
What you will do during this course:
- Learn about advances in CNN architectures and see how region-based CNN’s, like Faster R-CNN, have allowed for fast, localized object recognition in images.
- Learn about the YOLO (You Only Look Once) multi-object detection model and work with a YOLO implementation.
- Explore how memory can be incorporated into a deep learning model using recurrent neural networks (RNNs). Learn how RNNs can learn from and generate ordered sequences of data.
- Learn about a number of different hyperparameters that are used in defining and training deep learning models. We'll discuss starting values and intuitions for tuning each hyperparameter.
- Learn how to combine CNNs and RNNs to build a complex, automatic image captioning model.
Programme Structure
Courses include:
- Advanced CNN Architectures
- YOLO
- RNN's
- Long Short-Term Memory Networks (LSTMs)
- Hyperparameters
Key information
Duration
- Part-time
- 1 days
Start dates & application deadlines
You can apply for and start this programme anytime.
Language
English
Delivered
Online
Campus Location
- Mountain View, United States
Disciplines
Computer Sciences View 477 other Short Courses in Computer Sciences in United StatesWhat students do after studying
Join for free or log in to access our complete career info list.
Academic requirements
We are not aware of any specific GRE, GMAT or GPA grading score requirements for this programme.
English requirements
We are not aware of any English requirements for this programme.
Other requirements
General requirements
To optimize your success in this program, we've created a list of prerequisites and recommendations to help you prepare for the curriculum. Prior to enrolling, you should have the following knowledge:
- Intermediate Python
- Neural network basics
- Basic probability
- Object-oriented programming basics
- Deep learning framework proficiency
Tuition Fees
Additional Details
- This program can be paid for with the Udacity subscription.
Funding
Improve page content