Mastering Computer Vision with PyTorch and Machine Learning - Xiao, Caide

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Résumé :

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