Publisher's Synopsis
This book, together with the accompanying Python codes, provides a thorough and extensive guide for mastering advanced computer vision techniques for image processing by using the open-source machine learning framework PyTorch. Known for its user-friendly interface and Python programming style, PyTorch is accessible and one of the most popular tools among researchers and practitioners in the field of artificial intelligence.
Key Features:
- Hands-on approach using the accompanying practical code examples
- Codes for all projects listed in the book are in a same style with four parts: data input, data display, data process and data output
- Emphasis on practical application development for computer vision
- Includes latest computer vision technologies
- Offers practical guidance on advanced computer vision techniques
- Uses freely available and open-source resources like Kaggle and Google Colab
