Book

Deep Learning for Computer Vision

Deep learning has shown its power in several application areas of Artificial Intelligence, especially in Computer Vision, the science of manipulating and processing images. In this book, you will learn different techniques in deep learning to accomplish tasks related to object classification, object detection, image segmentation, captioning, image generation, and more. You will also explore their application using the popular Python libraries such as TensorFlow and Keras. With practical examples, you will learn to develop Computer Vision applications by leveraging the power of deep learning.

Offered byPackt Logo

Difficulty Level
Intermediate
Completion Time
10h20m approx.
Language
English
Certification
Not available

About Course

Book Content

chapters 10h20m total length

1. Getting Started
2. Image Classification
3. Image Retrieval
4. Object Detection
5. Semantic Segmentation
6. Similarity Learning
7. Image Captioning
8. Generative models
9. Video Classification
10. Deployment

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