Neural network computer vision with openCV 5 : build computer vision solutions Using python and DNN module / by Gopi Krishna Nuti
Language: English Publication details: New Delhi : BPB Publications, 2024.Description: xv, 247 p. : ill. ; 24 cmISBN:- 9789355516961 (pbk.)
- 006.37 GUT/N
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Central Library, IIT Bhubaneswar | Central Library, IIT Bhubaneswar | SMS | 006.37 GUT/N (Browse shelf(Opens below)) | Available | TB12278 |
This book offers a practical roadmap to explore the nuances of image processing with detailed discussions on each topic, supported by hands-on Python code examples. The readers will learn the basics of neural networks, deep learning and CNNs by using deep learning frameworks like Keras, Tensorflow, PyTorch, Caffe etc. They will be able to utilize OpenCV DNN module to classify images by using models like Inception V3, Resnet 101, Mobilenet V2. Moreover, the book will help to successfully Implement object detection using YOLOv3, SSD and R-CNN models. The character detection and recognition models are also covered in depth with code examples.
Includes bibliographical references and index.
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