Könyv Computer Vision Using Deep Learning: Neural Network Architectures with Python and Keras Vaibhav Verdhan

Computer Vision Using Deep Learning: Neural Network Architectures with Python and Keras

Szerző: Vaibhav Verdhan
Nyelv: Angol
Kötés: Puha kötésű
Kiadó: APress
Elérhetőség: Beszállítói készleten
Küldés 14-21 napon belül
16 046 Ft
Organizations spend huge resources in developing software that can perform the way a human does. Ima...

Információk a könyvről

Szerző
Nyelv
Angol
Kötés
Könyv - Puha kötésű
Kiadva
2021
oldal
308
EAN
9781484266151
ISBN
1484266153
Enbook ID
33298318
Kiadó
Súly
505
Méretek
155 x 235 x 17

Teljes leírás

Organizations spend huge resources in developing software that can perform the way a human does. Image classification, object detection and tracking, pose estimation, facial recognition, and sentiment estimation all play a major role in solving computer vision problems. This book will bring into focus these and other deep learning architectures and techniques to help you create solutions using Keras and the TensorFlow library. You'll also review mutliple neural network architectures, including LeNet, AlexNet, VGG, Inception, R-CNN, Fast R-CNN, Faster R-CNN, Mask R-CNN, YOLO, and SqueezeNet and see how they work alongside Python code via best practices, tips, tricks, shortcuts, and pitfalls. All code snippets will be broken down and discussed thoroughly so you can implement the same principles in your respective environments. Computer Vision Using Deep Learning offers a comprehensive yet succinct guide that stitches DL and CV together to automate operations, reduce human intervention, increase capability, and cut the costs. What You'll Learn

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