Technologies / Artificial Intelligence

Python and Deep Learning with OpenCV 4 - advanced computer vision techniques

Advanced training combining deep learning techniques with the OpenCV 4 library in computer vision applications. Participants will learn methods for implementing neural networks for image analysis and practical applications in object recognition and image processing. The program is implemented through workshops with real use cases.

Issues

Deep Neural Networks
Object Detection
Face Recognition
Image Segmentation
Feature Extraction
Real-time Processing
GPU Acceleration
Model Optimization
Video Analysis
Deployment Strategies

Benefits

The participant will learn to use deep learning in computer vision projects
The participant will gain the ability to implement advanced image processing algorithms
The participant will be able to develop real-time object recognition systems
The participant will learn techniques for optimizing deep learning models
The participant will develop skills in video analysis
The participant will know how to implement computer vision solutions in practice

Who is this training for?

Computer vision specialists

Data Scientists

AI/ML programmers

R&D Engineers

Researchers and scientists

Python programmers working with images

Prerequisites

Knowledge of the basics of deep learning
Experience in Python programming
Basic knowledge of OpenCV
Knowledge of linear algebra

Training program

Pre-trained models
Model optimization

Detection and recognition
Object detection
Face recognition

Text detection
Image processing
Image segmentation
Feature extraction
Real-time processing

Practical implementations
Pipeline development
Performance optimization
GPU acceleration
Deployment strategies

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 Python and Deep Learning with OpenCV 4 - advanced computer vision techniques we recommend: Knowledge of the basics of deep learning; Experience in Python programming; Basic knowledge of OpenCV.

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: Computer vision specialists; Data Scientists; AI/ML programmers.