Enroll Course: https://www.coursera.org/learn/deteccion-objetos
If you are fascinated by computer vision and want to dive into the world of object detection, then I highly recommend the “Detección de objetos” course on Coursera. This course provides a comprehensive introduction to the fundamental principles and methodologies used in object detection and recognition in images.
### Course Overview
The course begins with the basics, setting a solid foundation for newcomers. The first week introduces the concepts of image formation and analysis, which are essential for designing simple detectors based on pixel characteristics. As you progress through the course, you will encounter various methods for representation and classification, equipping yourself to tackle increasingly complex applications.
### Syllabus Breakdown
1. **Introduction to Object Detection**: Understanding the fundamentals of object detectors, including correlation and convolution.
2. **Object Classification**: Learning about window classifiers and employing Local Binary Patterns (LBP) for image description and logistic regression for classification.
3. **Object Detection**: Focusing on the detection of potential candidates within images and preparing data for training and evaluation.
4. **HOG/SVM-Based Detector**: Exploring systems that utilize Histogram of Oriented Gradients (HOG) and Support Vector Machines (SVM) for object detection.
5. **Haar/Adaboost-Based Detector**: Understanding Haar features and Adaboost for creating robust classifiers and implementing a complete detection system.
6. **Advanced Techniques**: Delving into more sophisticated methods, including convolutional neural networks and domain adaptation techniques.
### Why You Should Take This Course
What sets this course apart is its practical approach to theory. Each week focuses on real-world applications, ensuring that you not only learn the theoretical concepts but also know how to implement them in practical scenarios. The inclusion of advanced techniques towards the end empowers students to think critically about object detection problems and explore innovative solutions.
Whether you’re a beginner in computer vision or looking to expand your knowledge, the “Detección de objetos” course is a valuable resource. The structured format, combined with practical examples, makes it an enjoyable learning experience.
In conclusion, if you are serious about mastering object detection, I strongly recommend enrolling in this course. It paves the way for a deeper understanding of computer vision and equips you with the necessary tools to excel in this fascinating field.
Enroll Course: https://www.coursera.org/learn/deteccion-objetos