Hands-On Image Processing with Python. Advanced methods for analyzing, transforming, and interpreting digital images - Second Edition Sandipan Dey
- Autor:
- Sandipan Dey
- Serie wydawnicze:
- Learning
- Wydawnictwo:
- Packt Publishing
- Ocena:
Opis
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Hands-On Image Processing with Python. Advanced methods for analyzing, transforming, and interpreting digital images - Second Edition
As you progress, you’ll gain proficiency in writing Python 3 code and implementing complex image processing and computer vision algorithms to solve problems in image enhancement, restoration, denoising, segmentation, classification, and object detection. You’ll work with libraries such as PIL, scikit-image, SciPy ndimage, and OpenCV. You’ll also learn to apply machine learning models with scikit-learn and explore deep learning techniques using CNNs (for example, ResNet and YOLO) with TensorFlow, Keras, and PyTorch. The final chapters guide you through advanced topics such as image-to-image translation, anisotropic diffusion, and generative art.
By the end of this book, you will be well versed in image processing and ready to solve a variety of commonly occurring problems.
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Szczegóły książki
- Tytuł oryginału:
- Hands-On Image Processing with Python. Advanced methods for analyzing, transforming, and interpreting digital images - Second Edition
- ISBN Ebooka:
- 978-18-376-3489-7, 9781837634897
- Data wydania ebooka :
-
2026-07-30
Data wydania ebooka często jest dniem wprowadzenia tytułu do sprzedaży i może nie być równoznaczna
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