This course teaches you how to create an image captioning model by using deep learning. You learn about the different components of an image captioning model, such as the encoder and decoder, and how to train and evaluate your model. By the end of this course, you will be able to create your own image captioning models and use them to generate captions for images.
Create Image Captioning Models with Google Cloud
Free Course
Learn how to create, train, and evaluate an image captioning model by using deep learning.
Estimated time
Approx. 1 Hour
Skill level
Intermediate
Prerequisites
See prerequisites in detail
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About this course
What you will learn
Create Image Captioning Models with Google Cloud
- Understand the different components of an image captioning model.
- Learn how to train and evaluate an image captioning model.
- Create your own image captioning models.
- Use your image captioning models to generate captions for images.
Prerequisites and requirements
General experience in machine learning, deep learning, natural language processing, computer vision, and Python programming.
See the Technology Requirements for using Udacity.
Why take this course?
In this course, you will gain the knowledge and skills to build image captioning models using deep learning techniques. Throughout the course, you will explore the various elements of an image captioning model, including the encoder and decoder components, and understand the process of training and evaluating your models. Upon completing the course, you will have the ability to independently create your own image captioning models and effectively generate captions for images.
Learn with the best.
Google Cloud Training
Built in collaboration with Google Cloud Training