HANDS-ON IMAGE PROCESSING WITH PYTHON (Record no. 623873)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01397nam a22001577a 4500 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 190206b xxu||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 978-1-78934-373-1 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 006.7/DEY |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | DEY SANDIPAN |
| 245 ## - TITLE STATEMENT | |
| Title | HANDS-ON IMAGE PROCESSING WITH PYTHON |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication, distribution, etc | UK |
| Name of publisher, distributor, etc | PACK PUBLISHING LTD |
| Date of publication, distribution, etc | 2018 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | ix, 474 |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | The book will start from the classical image processing techniques and explore the evolution of image processing algorithms up to the recent advances in image processing or computer vision with deep learning. We will learn how to use image processing libraries such as PIL, scikit-mage, and scipy ndimage in Python. This book will enable us to write code snippets in Python 3 and quickly implement complex image processing algorithms such as image enhancement, filtering, segmentation, object detection, and classification. We will be able to use machine learning models using the scikit-learn library and later explore deep CNN, such as VGG-19 with Keras, and we will also use an end-to-end deep learning model called YOLO for object detection. We will also cover a few advanced problems, such as image inpainting, gradient blending, variational denoising, seam carving, quilting, and morphing. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | COMPUTERS VISION & PATTERN RECOGNITION, PROGRAMMING LANGUAGES -PYTHON, PATTERN RECOGNITION, COMPUTERS - IMAGE PROCESSING |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| Item type | Books |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Home library | Current library | Shelving location | Date acquired | Source of acquisition | Cost, normal purchase price | Full call number | Barcode | Date last seen | Koha item type | Public note |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | Symbiosis Institute of Computer Studies and Research | Symbiosis Institute of Computer Studies and Research | Python | 06/02/2019 | Technical Book Services | 1299.00 | 006.7/DEY | SICSR-B-19552 | 03/07/2023 | Books | COMPUTERS VISION & PATTERN RECOGNITION, PROGRAMMING LANGUAGES -PYTHON, PATTERN RECOGNITION, COMPUTERS - IMAGE PROCESSING | ||||
| Dewey Decimal Classification | Symbiosis Institute of Computer Studies and Research | Symbiosis Institute of Computer Studies and Research | Python | 06/02/2019 | Technical Book Services | 1299.00 | 006.7/DEY | SICSR-B-19553 | 22/07/2024 | Books | COMPUTERS VISION & PATTERN RECOGNITION, PROGRAMMING LANGUAGES -PYTHON, PATTERN RECOGNITION, COMPUTERS - IMAGE PROCESSING |
