Practical Computer Vision Applications Using Deep Learning with CNNs With Detailed Examples in Python Using TensorFlow and Kivy /

• Main Author: Gad, Ahmed Fawzy (Author, http://id.loc.gov/vocabulary/relators/aut)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Berkeley, CA : Apress : Imprint: Apress, 2018.
• Edition: 1st ed. 2018.
• Subjects: Artificial intelligence.; Python (Computer program language).; Open source software.; Computer programming.; Artificial Intelligence.; Python.; Open Source.

Deploy deep learning applications into production across multiple platforms. You will work on computer vision applications that use the convolutional neural network (CNN) deep learning model and Python. This book starts by explaining the traditional machine-learning pipeline, where you will analyze...

Table of Contents:

• 1. Recognition in Computer Vision
• 2. Artificial Neural Network
• 3. Classification using ANN with Engineered Features
• 4. ANN Parameters Optimization
• 5. Convolutional Neural Networks
• 6. TensorFlow Recognition Application
• 7. Deploying Pre-Trained Models
• 8. Cross-Platform Data Science Applications.Appendix: Uploading Projects to PyPI.