Neural Network Computer Vision with OpenCV by Gopi Krishna Nuti(.ePUB)

Posted on by

File Size: 31.5 MB

Neural Network Computer Vision with OpenCV 5: Build computer vision solutions using Python and DNN module by Gopi Krishna Nuti
Requirements: .ePUB reader, 31.5 MB
Overview: Unlocking computer vision with Python and OpenCV. Neural Network Computer Vision with OpenCV equips you with professional skills and knowledge to build intelligent vision systems using OpenCV. It creates a sequential pathway for understanding morphological operations, edge and corner detection, object localization, image classification, segmentation, and advanced applications like face detection and recognition, and optical character recognition. 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. You will gain a deeper understanding of how these techniques impact real-world scenarios and learn to harness the potential of Python and OpenCV to solve complex problems.
Genre: Non-Fiction > Tech & Devices

Free Download links:

https://trbbt.net/jxd9vne5vdkc.html

https://katfile.com/eahkc34jh6o3/Neural_Network_Computer_Vision_with_OpenCV_5.epub.html