Technologies / Artificial Intelligence

Computer Vision with SimpleCV

The training introduces participants to the world of computer vision using the intuitive SimpleCV library. During the workshop, participants will learn basic and advanced image processing techniques. The program consists of intensive hands-on activities, where each concept is immediately implemented in code. The teaching methodology is based on the learning by doing principle.

Issues

Digital image processing
SimpleCV Library
Image transformations
Filters and Convolutions
Object detection
Image segmentation
Traffic analysis
Pattern recognition
Feature extraction
Machine Learning on the resume
Performance optimization
Integration with industrial systems

Benefits

Practical knowledge of the SimpleCV library
Ability to develop image processing applications
Ability to implement vision systems
Knowledge of image analysis techniques
Ability to automate vision processes
Computer Vision system design basics

Who is this training for?

Python programmers getting started with Computer Vision

Data analysts working with visual data

Industrial automation engineers

Developers of applications using image processing

Technical students

QA specialists automating visual testing

Prerequisites

Basic knowledge of the Python language
Fundamentals of linear algebra
General knowledge of programming
Knowledge of the basics of algorithmics

Training program

Loading and saving images
Basic operations on images
Geometric transformations
Image processing
Filters and effects

Image segmentation
Morphological operations
Image analysis
Object detection
Motion tracking
Color and texture analysis

Practical applications
Automatic visual inspection
Recognition of QR codes and barcodes

Integration with other libraries

Delivery Methods

Online

Convenience of participating from anywhere
Interactive live sessions with trainer
Materials available for 30 days
No travel costs

On-site

Direct contact with trainer and group
Intensive hands-on workshops
Networking with other participants
Full focus on learning

Frequently asked questions

What are the prerequisites for this training?

For Computer Vision with SimpleCV we recommend: Basic knowledge of the Python language; Fundamentals of linear algebra; General knowledge of programming.

What is the format and duration of this training?

The training lasts 2 days and is available in online and on-site format. Sessions run from 9:00 AM to 4:00 PM. We can also customize the schedule to fit your team's needs.

Who is this training designed for?

This training is designed for: Python programmers getting started with Computer Vision; Data analysts working with visual data; Industrial automation engineers.