postgraduate certificate Object Detection in Computer Vision

A basic and fundamental task of computer vision is object detection. It makes it possible to identify shapes and elements, process them and extract valuable information from them. However, this is not a simple field, since it is necessary to master all its particularities in order to extract the maximum potential from the machine that has been designed and programmed. For this reason, this program prepares professionals to integrate the most complete and innovative knowledge of object detection into their computer vision projects, so that they can develop all kinds of successful initiatives in this technological field based on effective object detection.

University certificate

duration

6 weeks

Modality

Online

Schedule

At your own pace

Exams

Online

start date

Credits

6 ECTS

financing up to

3 months

Price

The world's largest faculty of information technology”

Description

Object detection is a basic task in computer vision, but not an easy one: this course prepares you to successfully incorporate all the secrets of this technique to your professional projects"

When designing and programming a computer vision machine, it is essential to handle a series of tools and basic tasks so that the device works correctly and according to the established objectives.

One of the most essential is object detection, which allows the machine to identify elements, analyze and classify them. Therefore, something that may not seem so complex can actually be a fundamental element in the field of computer vision.

This postgraduate certificate in Object Detection in Computer Vision provides the professional with the latest knowledge and tools in this field, delving into issues such as occlusions, object detection evaluation metrics, motion detection, particle filters, object tracking, the computing platform or the choice of framework to be used in the project, among others.

In addition, this program is carried out following an innovative, 100% online teaching methodology, that will allow the student to balance their studies with their professional career without any problems. It will also have numerous multimedia educational contents such as practical exercises, visual explanations on video, master classes or interactive summaries, among others.

Specialize in object detection and develop interesting computer vision projects thanks to this program"

This postgraduate certificate in Object Detection in Computer Vision contains the most complete and up-to-date program on the market. Its most important features are:

The development of case studies presented by experts in Deep Learning, computer science and computer vision
The graphic, schematic, and practical contents with which they are created, provide scientific and practical information on the disciplines that are essential for professional practice
Practical exercises where the self-assessment process can be carried out to improve learning
Its special emphasis on innovative methodologies
Theoretical lessons, questions to the expert, debate forums on controversial topics, and individual reflection assignments
Content that is accessible from any fixed or portable device with an Internet connection

Artificial intelligence is the future: learn more about the particularities of object detection and progress professionally in the field of computer vision"

The program’s teaching staff includes professionals from the sector who contribute their work experience to this educational program, as well as renowned specialists from leading societies and prestigious universities.

The multimedia content, developed with the latest educational technology, will provide the professional with situated and contextual learning, i.e., a simulated environment that will provide immersive education programmed to learn in real situations.

This program is designed around Problem-Based Learning, whereby the professional must try to solve the different professional practice situations that arise during the academic year. For this purpose, the student will be assisted by an innovative interactive video system created by renowned and experienced experts.

TECH innovative 100% online teaching methodology will allow you to combine your professional career with your studies"

Achieve the professional progress you are looking for in the field of computer vision thanks to this postgraduate certificate"

Objectives

The main objective of the postgraduate certificate in Object Detection in Computer Vision is to offer the professional the latest developments and techniques in the area of computer vision. To this end, it offers a high-level teaching staff, specialized and innovative contents in object detection and an online teaching methodology that adapts to your circumstances, allowing you to study in the place and time you want.

Delve into the Object Detection in Computer Vision and become essential in your company"

General Objectives

Generate specialized knowledge about object detection neural networks and their metrics
Identify the different architectures
Establish use cases
Examine tracking algorithms and their metrics

Specific Objectives

Analyze how object detection networks work
Examine traditional methods
Determine evaluation metrics
Identify the main datasets used in the marketplace
Propose architectures of the Two Stage Object Detector type
Analyze Fine Tuning Methods
Examine different Single Shoot architectures
Establish object tracking algorithms
Apply detection and tracking of people

Numerous computer vision projects are waiting for you: enroll now!"

Postgraduate Certificate in Object Detection in Computer Vision

Object detection is a key process in computer vision that is used to identify the presence and location of objects in images or videos. In general, object detection in computer vision is a computer learning technique that uses algorithms to analyze and process visual information obtained from cameras, sensors and other devices.

In easy words, object detection involves identifying and locating specific objects within an image or video. The algorithms used in object detection work by extracting features, which are specific attributes of an object that allow it to be distinguished from other objects in an image.

Object detection in computer vision is used in a wide variety of applications, from surveillance and security systems to applications in robotics, autonomous driving, emotion detection, e-commerce, among others. In these cases, object detection is used to help machines understand their environment and make decisions accordingly.

The effectiveness of object detection depends largely on the quality and quantity of data used to train the algorithm. Improving object detection algorithms and collecting better data are active areas of research in the field of computer vision.

Our Postgraduate Certificate in object detection in computer vision is a program of study that focuses on the methods and technologies used for object detection in images and videos. Students learn how to use machine learning algorithms and tools to detect and classify specific objects within a visual scene.

This program is ideal for those who are interested in working in the field of computer vision and artificial intelligence. They could be electronic engineers, data scientists, software programmers, technology consultants, researchers, among others.