Building Computer Vision Applications Using Artificial Neural Networks : With Examples in OpenCV and TensorFlow with Python 9781484298664, 9781484298657
Building Computer Vision Applications Using Artificial Neural Networks: With Examples in OpenCV and TensorFlow with Pyth
170 26 26MB
English Pages 541 Year 2023
Table of contents :
Cover
Front Matter
1. Prerequisites and Software Installation
2. Core Concepts of Image and Video Processing
3. Techniques of Image Processing
4. Building a Machine Learning–Based Computer Vision System
5. Deep Learning and Artificial Neural Networks
6. Deep Learning in Object Detection
7. Practical Example: Object Tracking in Videos
8. Practical Example: Face Recognition
9. Industrial Application: Real-Time Defect Detection in Industrial Manufacturing
10. Computer Vision Modeling on the Cloud
Back Matter
Cover
Front Matter
1. Prerequisites and Software Installation
2. Core Concepts of Image and Video Processing
3. Techniques of Image Processing
4. Building a Machine Learning–Based Computer Vision System
5. Deep Learning and Artificial Neural Networks
6. Deep Learning in Object Detection
7. Practical Example: Object Tracking in Videos
8. Practical Example: Face Recognition
9. Industrial Application: Real-Time Defect Detection in Industrial Manufacturing
10. Computer Vision Modeling on the Cloud
Back Matter
- Author / Uploaded
- Shamshad Ansari
- Similar Topics
- Computers
- Algorithms and Data Structures: Image Processing
